Risto Miikkulainen

396 papers A* 29A 60B 27C 14Journal 151Unranked 92

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evolution With Purpose: Hierarchy-Informed Optimization of Whole-Brain Models. CoRR Hormoz Shahrzad, Niharika Gajawelli, Kaitlin Maile, Manish Saggar, Risto Miikkulainen
2026	J	`jnl`	Fine-Tuning Language Models to Know What They Know. CoRR Sangjun Park, Elliot Meyerson, Xin Qiu, Risto Miikkulainen
2026	J	`jnl`	Optimize Wider, Not Deeper: Consensus Aggregation for Policy Optimization. CoRR Zelal Su Mustafaoglu, Sungyoung Lee, Eshan Balachandar, Risto Miikkulainen, Keshav Pingali
2026	J	`jnl`	Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution. CoRR Rivaaj Monsia, Daniel Young, Olivier Francon, Risto Miikkulainen
2026	J	`jnl`	Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost. CoRR Yinggan Xu, Risto Miikkulainen, Xin Qiu
2026	J	`jnl`	TerraLingua: Emergence and Analysis of Open-endedness in LLM Ecologies. CoRR Giuseppe Paolo, Jamieson Warner, Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen, Elliot Meyerson
2026	J	`jnl`	The Blessing of Dimensionality in LLM Fine-tuning: A Variance-Curvature Perspective. CoRR Qiyao Liang, Jinyeop Song, Yizhou Liu, Jeff Gore, Ila Fiete, Risto Miikkulainen, Xin Qiu
2025	—	`conf`	EVOTER: Evolution of Transparent Explainable Rule sets. GECCO Companion Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2025	J	`jnl`	EVOTER: Evolution of Transparent Explainable Rule-sets. ACM Trans. Evol. Learn. Optim. Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2025	B	`conf`	Effective Regularization Through Evolutionary Loss-Function Metalearning. CEC Santiago Gonzalez, Xin Qiu, Risto Miikkulainen
2025	J	`jnl`	Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning. CoRR Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen
2025	—	`conf`	Evolution of Neural Networks. GECCO Companion Risto Miikkulainen, Sebastian Risi, David Ha, Yujin Tang
2025	—	`conf`	Evolutionary Policy Optimization. GECCO Companion Zelal Su Mustafaoglu, Keshav Pingali, Risto Miikkulainen
2025	J	`jnl`	Evolutionary Policy Optimization. CoRR Zelal Su, Keshav Pingali, Risto Miikkulainen
2025	—	`conf`	GPU-Accelerated Rule Evaluation and Evolution. GECCO Companion Hormoz Shahrzad, Risto Miikkulainen
2025	B	`conf`	How the Stroop Effect Arises from Optimal Response Times in Laterally Connected Self-Organizing Maps. CogSci Divya Prabhakaran, Uli Grasemann, Swathi Kiran, Risto Miikkulainen
2025	J	`jnl`	How the Stroop Effect Arises from Optimal Response Times in Laterally Connected Self-Organizing Maps. CoRR Divya Prabhakaran, Uli Grasemann, Swathi Kiran, Risto Miikkulainen
2025	J	`jnl`	Leveraging Evolutionary Surrogate-Assisted Prescription in Multi-Objective Chlorination Control Systems. CoRR Rivaaj Monsia, Olivier Francon, Daniel Young, Risto Miikkulainen
2025	J	`jnl`	Neural Cellular Automata for ARC-AGI. CoRR Kevin Xu, Risto Miikkulainen
2025	—	`conf`	Self-Organizing Models of Brain Wiring: Developmental Programs for Evolving Intelligence. GECCO Companion Jamieson Warner, Risto Miikkulainen
2025	J	`jnl`	Solving a Million-Step LLM Task with Zero Errors. CoRR Elliot Meyerson, Giuseppe Paolo, Roberto Dailey, Hormoz Shahrzad, Olivier Francon, Conor F. Hayes, Xin Qiu, Babak Hodjat, Risto Miikkulainen
2025	B	`conf`	The Odyssey of the Fittest: Can Agents Survive and Still Be Good? CogSci Dylan Waldner, Risto Miikkulainen
2025	J	`jnl`	The Odyssey of the Fittest: Can Agents Survive and Still Be Good? CoRR Dylan Waldner, Risto Miikkulainen
2025	J	`jnl`	Transformer Based Time-Series Forecasting for Stock. CoRR Shuozhe Li, Zachery B. Schulwol, Risto Miikkulainen
2024	J	`jnl`	Asynchronous evolution of deep neural network architectures. Appl. Soft Comput. Jason Zhi Liang, Hormoz Shahrzad, Risto Miikkulainen
2024	J	`jnl`	Domain-Independent Lifelong Problem Solving Through Distributed ALife Actors. Artif. Life Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen
2024	—	`conf`	Evolution of Neural Networks. GECCO Companion Risto Miikkulainen
2024	J	`jnl`	GPU-Accelerated Rule Evaluation and Evolution. CoRR Hormoz Shahrzad, Risto Miikkulainen
2024	J	`jnl`	Generative AI: An AI paradigm shift in the making? AI Mag. Risto Miikkulainen
2024	A*	`conf`	NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks. ICLR Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth L. McMillan, Risto Miikkulainen
2024	J	`jnl`	Optimizing the Design of an Artificial Pancreas to Improve Diabetes Management. CoRR Ashok Khanna, Olivier Francon, Risto Miikkulainen
2024	A*	`conf`	Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space. NeurIPS Xin Qiu, Risto Miikkulainen
2024	J	`jnl`	Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models. CoRR Xin Qiu, Risto Miikkulainen
2024	A*	`conf`	Unlocking the Potential of Global Human Expertise. NeurIPS Elliot Meyerson, Olivier Francon, Darren Sargent, Babak Hodjat, Risto Miikkulainen
2024	J	`jnl`	Unlocking the Potential of Global Human Expertise. CoRR Elliot Meyerson, Olivier Francon, Darren Sargent, Babak Hodjat, Risto Miikkulainen
2024	—	`conf`	Using Context to Adapt to Sensor Drift. ICDL Jamieson Warner, Ashwin Devaraj, Risto Miikkulainen
2023	J	`jnl`	Accelerating Evolution Through Gene Masking and Distributed Search. CoRR Hormoz Shahrzad, Risto Miikkulainen
2023	J	`jnl`	Asynchronous Evolution of Deep Neural Network Architectures. CoRR Jason Zhi Liang, Hormoz Shahrzad, Risto Miikkulainen
2023	A*	`conf`	AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks. AAAI Garrett Bingham, Risto Miikkulainen
2023	J	`jnl`	Discovering Effective Policies for Land-Use Planning. CoRR Risto Miikkulainen, Olivier Francon, Daniel Young, Elliot Meyerson, Babak Hodjat
2023	A*	`conf`	Efficient Activation Function Optimization through Surrogate Modeling. NeurIPS Garrett Bingham, Risto Miikkulainen
2023	J	`jnl`	Efficient Activation Function Optimization through Surrogate Modeling. CoRR Garrett Bingham, Risto Miikkulainen
2023	—	`conf`	Evolution of Neural Networks. GECCO Companion Risto Miikkulainen
2023	J	`jnl`	Evolving Strategies for Competitive Multi-Agent Search. CoRR Erkin Bahçeci, Riitta Katila, Risto Miikkulainen
2023	A*	`conf`	Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search. ICML Xin Qiu, Risto Miikkulainen
2022	J	`jnl`	AI reflections in 2021. Nat. Mach. Intell. Cameron Buckner, Risto Miikkulainen, Stephanie Forrest, Silvia Milano, James Zou, Carina Prunkl, Christopher Irrgang, I. Glenn Cohen, Hao Su, Robin R. Murphy, Russell H. Taylor, Axel Krieger, Mirko Kovac, Jathan Sadowski, Vidushi Marda
2022	J	`jnl`	Biological underpinnings for lifelong learning machines. Nat. Mach. Intell. Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb, Maxim Bazhenov, Douglas Blackiston, Josh C. Bongard, Andrew P. Brna, Suraj Chakravarthi Raja, Nick Cheney, Jeff Clune, Anurag Reddy Daram, Stefano Fusi, Peter Helfer, Leslie Kay, Nicholas Ketz, Zsolt Kira, Soheil Kolouri, Jeffrey L. Krichmar, Sam Kriegman, Michael Levin, Sandeep Madireddy, Santosh Manicka, Ali Marjaninejad, Bruce McNaughton, Risto Miikkulainen, Zaneta Navratilova, Tej Pandit, Alice Parker, Praveen K. Pilly, Sebastian Risi, Terrence J. Sejnowski, Andrea Soltoggio, Nicholas Soures, Andreas S. Tolias, Darío Urbina-Meléndez, Francisco J. Valero Cuevas, Gido M. van de Ven, Joshua T. Vogelstein, Felix Wang, Ron Weiss, Angel Yanguas-Gil, Xinyun Zou, Hava T. Siegelmann
2022	B	`conf`	Constructing Individualized Computational Models for Dementia Patients. CogSci Peggy Fidelman, Uli Grasemann, Claudia Peñaloza, Michael Scimeca, Yakeel T. Quiroz, Swathi Kiran, Risto Miikkulainen
2022	J	`jnl`	DIAS: A Domain-Independent Alife-Based Problem-Solving System. CoRR Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen
2022	A*	`conf`	Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model. AAAI Xin Qiu, Risto Miikkulainen
2022	J	`jnl`	Discovering Parametric Activation Functions. Neural Networks Garrett Bingham, Risto Miikkulainen
2022	J	`jnl`	Effective Mutation Rate Adaptation through Group Elite Selection. CoRR Akarsh Kumar, Bo Liu, Risto Miikkulainen, Peter Stone
2022	A	`conf`	Effective mutation rate adaptation through group elite selection. GECCO Akarsh Kumar, Bo Liu, Risto Miikkulainen, Peter Stone
2022	J	`jnl`	Evolution of Transparent Explainable Rule-sets. CoRR Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2022	—	`conf`	Evolution of neural networks. GECCO Companion Risto Miikkulainen
2022	—	`conf`	Evolving explainable rule sets. GECCO Companion Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2022	J	`jnl`	How the Brain Dynamically Constructs Sentence-Level Meanings From Word-Level Features. Frontiers Artif. Intell. Nora E. Aguirre-Celis, Risto Miikkulainen
2022	J	`jnl`	Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search. CoRR Xin Qiu, Risto Miikkulainen
2022	J	`jnl`	Simple Genetic Operators are Universal Approximators of Probability Distributions (and other Advantages of Expressive Encodings). CoRR Elliot Meyerson, Xin Qiu, Risto Miikkulainen
2022	A	`conf`	Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings). GECCO Elliot Meyerson, Xin Qiu, Risto Miikkulainen
2021	J	`jnl`	A biological perspective on evolutionary computation. Nat. Mach. Intell. Risto Miikkulainen, Stephanie Forrest
2021	J	`jnl`	AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks. CoRR Garrett Bingham, Risto Miikkulainen
2021	J	`jnl`	Creative AI Through Evolutionary Computation: Principles and Examples. SN Comput. Sci. Risto Miikkulainen
2021	A	`conf`	Evaluating medical aesthetics treatments through evolved age-estimation models. GECCO Risto Miikkulainen, Elliot Meyerson, Xin Qiu, Ujjayant Sinha, Raghav Kumar, Karen Hofmann, Yiyang Matt Yan, Michael Ye, Jingyuan Yang, Damon Caiazza, Stephanie Manson Brown
2021	—	`conf`	Evolution of neural networks. GECCO Companion Risto Miikkulainen
2021	J	`jnl`	Evolving GAN Formulations for Higher Quality Image Synthesis. CoRR Santiago Gonzalez, Mohak Kant, Risto Miikkulainen
2021	J	`jnl`	From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic. IEEE Trans. Evol. Comput. Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Darren Sargent, Elisa Canzani, Babak Hodjat
2021	C	`conf`	Generalization of Agent Behavior through Explicit Representation of Context. CoG Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
2021	B	`conf`	Improving Neural Network Learning Through Dual Variable Learning Rates. IJCNN Elizabeth Liner, Risto Miikkulainen
2021	J	`jnl`	NeuroComb: Improving SAT Solving with Graph Neural Networks. CoRR Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth L. McMillan, Risto Miikkulainen
2021	A	`conf`	Optimizing loss functions through multi-variate taylor polynomial parameterization. GECCO Santiago Gonzalez, Risto Miikkulainen
2021	A	`conf`	Regularized evolutionary population-based training. GECCO Jason Zhi Liang, Santiago Gonzalez, Hormoz Shahrzad, Risto Miikkulainen
2021	A*	`conf`	The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings. ICLR Elliot Meyerson, Risto Miikkulainen
2020	B	`conf`	A Comparison of the Taguchi Method and Evolutionary optimization in Multivariate Testing. CEC Jingbo Jiang, Diego Legrand, Robert Severn, Risto Miikkulainen
2020	C	`conf`	Adapting to Unseen Environments through Explicit Representation of Context. ALIFE Cem Celal Tutum, Risto Miikkulainen
2020	J	`jnl`	Adapting to Unseen Environments through Explicit Representation of Context. CoRR Cem Celal Tutum, Risto Miikkulainen
2020	J	`jnl`	Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization. AI Mag. Risto Miikkulainen, Myles Brundage, Jonathan Epstein, Tyler Foster, Babak Hodjat, Neil Iscoe, Jingbo Jiang, Diego Legrand, Sam Nazari, Xin Qiu, Michael Scharff, Cory Schoolland, Robert Severn, Aaron Shagrin
2020	J	`jnl`	Characterizing the Effect of Sentence Context on Word Meanings: Mapping Brain to Behavior. CoRR Nora E. Aguirre-Celis, Risto Miikkulainen
2020	J	`jnl`	Creative AI Through Evolutionary Computation: Principles and Examples. CoRR Risto Miikkulainen
2020	J	`jnl`	Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model. CoRR Xin Qiu, Risto Miikkulainen
2020	—	`ch.`	Discovering Gated Recurrent Neural Network Architectures. Deep Neural Evolution Aditya Rawal, Jason Zhi Liang, Risto Miikkulainen
2020	J	`jnl`	Discovering Parametric Activation Functions. CoRR Garrett Bingham, Risto Miikkulainen
2020	J	`jnl`	Effective Regularization Through Loss-Function Metalearning. CoRR Santiago Gonzalez, Risto Miikkulainen
2020	J	`jnl`	Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. CoRR Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
2020	A	`conf`	Effective reinforcement learning through evolutionary surrogate-assisted prescription. GECCO Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad
2020	B	`conf`	Evolution of Complex Coordinated Behavior. CEC Padmini Rajagopalan, Kay E. Holekamp, Risto Miikkulainen
2020	—	`conf`	Evolution of neural networks. GECCO Companion Risto Miikkulainen
2020	J	`jnl`	Evolutionary Optimization of Deep Learning Activation Functions. CoRR Garrett Bingham, William Macke, Risto Miikkulainen
2020	A	`conf`	Evolutionary optimization of deep learning activation functions. GECCO Garrett Bingham, William Macke, Risto Miikkulainen
2020	J	`jnl`	Evolving Loss Functions with Multivariate Taylor Polynomial Parameterizations. CoRR Santiago Gonzalez, Risto Miikkulainen
2020	J	`jnl`	From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic. CoRR Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Elisa Canzani, Babak Hodjat
2020	J	`jnl`	Generalization of Agent Behavior through Explicit Representation of Context. CoRR Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
2020	B	`conf`	Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization. CEC Santiago Gonzalez, Risto Miikkulainen
2020	J	`jnl`	Improving Neural Network Learning Through Dual Variable Learning Rates. CoRR Elizabeth Liner, Risto Miikkulainen
2020	B	`conf`	MDEA: Malware Detection with Evolutionary Adversarial Learning. CEC Xiruo Wang, Risto Miikkulainen
2020	J	`jnl`	MDEA: Malware Detection with Evolutionary Adversarial Learning. CoRR Xiruo Wang, Risto Miikkulainen
2020	J	`jnl`	Population-Based Training for Loss Function Optimization. CoRR Jason Zhi Liang, Santiago Gonzalez, Risto Miikkulainen
2020	A*	`conf`	Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel. ICLR Xin Qiu, Elliot Meyerson, Risto Miikkulainen
2020	J	`jnl`	The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Nick Cheney, Patryk Chrabaszcz, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Léni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Richard A. Watson, Westley Weimer, Jason Yosinski
2020	J	`jnl`	The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings. CoRR Elliot Meyerson, Risto Miikkulainen
2020	J	`jnl`	Using context to make gas classifiers robust to sensor drift. CoRR Jamieson Warner, A. Devaraj, Risto Miikkulainen
2019	J	`jnl`	Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential. CoRR Risto Miikkulainen, Bret Greenstein, Babak Hodjat, Jerry Smith
2019	—	`ch.`	Constructing Game Agents Through Simulated Evolution. Encyclopedia of Computer Graphics and Games Jacob Schrum, Risto Miikkulainen
2019	J	`jnl`	Creative AI Through Evolutionary Computation. CoRR Risto Miikkulainen
2019	J	`jnl`	Designing neural networks through neuroevolution. Nat. Mach. Intell. Kenneth O. Stanley, Jeff Clune, Joel Lehman, Risto Miikkulainen
2019	—	`conf`	Discretization of Game Space by Environment Attributes. KEG@AAAI Alexander Braylan, Risto Miikkulainen
2019	—	`conf`	Enhanced Optimization with Composite Objectives and Novelty Pulsation. GPTP Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
2019	J	`jnl`	Enhanced Optimization with Composite Objectives and Novelty Pulsation. CoRR Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
2019	—	`conf`	Enhanced optimization with composite objectives and novelty pulsation. GECCO (Companion) Hormoz Shahrzad, Babak Hodjat, Camille Dollé, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer, Risto Miikkulainen
2019	A*	`conf`	Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms. AAAI Xin Qiu, Risto Miikkulainen
2019	—	`conf`	Evolution of neural networks. GECCO (Companion) Risto Miikkulainen
2019	J	`jnl`	Evolutionary Neural AutoML for Deep Learning. CoRR Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen
2019	A	`conf`	Evolutionary neural AutoML for deep learning. GECCO Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen
2019	C	`conf`	Factors that Affect the Evolution of Complex Cooperative Behavior. ALIFE Padmini Rajagopalan, Kay E. Holekamp, Risto Miikkulainen
2019	B	`conf`	Faster Training by Selecting Samples Using Embeddings. IJCNN Santiago Gonzalez, Joshua Landgraf, Risto Miikkulainen
2019	J	`jnl`	Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search. CoRR Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
2019	A	`conf`	Functional generative design of mechanisms with recurrent neural networks and novelty search. GECCO Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
2019	—	`conf`	Implementing evolutionary optimization to model neural functional connectivity. GECCO (Companion) Kaitlin Maile, Manish Saggar, Risto Miikkulainen
2019	J	`jnl`	Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization. CoRR Santiago Gonzalez, Risto Miikkulainen
2019	A*	`conf`	Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains. NeurIPS Elliot Meyerson, Risto Miikkulainen
2019	J	`jnl`	Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains. CoRR Elliot Meyerson, Risto Miikkulainen
2019	J	`jnl`	Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel. CoRR Xin Qiu, Elliot Meyerson, Risto Miikkulainen
2019	B	`conf`	Quantifying the Conceptual Combination Effect on Word Meanings. CogSci Nora E. Aguirre-Celis, Risto Miikkulainen
2019	J	`jnl`	Tradeoffs in Neuroevolutionary Learning-Based Real-Time Robotic Task Design in the Imprecise Computation Framework. ACM Trans. Cyber Phys. Syst. Pei-Chi Huang, Luis Sentis, Joel Lehman, Chien-Liang Fok, Aloysius K. Mok, Risto Miikkulainen
2019	A	`conf`	Work-in-Progress: Leveraging the Selfless Driving Model to Reduce Vehicular Network Congestion. RTSS Guangli Dai, Pavan Kumar Paluri, Thomas Carmichael, Albert Mo Kim Cheng, Risto Miikkulainen
2018	J	`jnl`	A Comparison of the Taguchi Method and Evolutionary Optimization in Multivariate Testing. CoRR Jingbo Jiang, Diego Legrand, Robert Severn, Risto Miikkulainen
2018	—	`conf`	Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering. ICLR (Poster) Elliot Meyerson, Risto Miikkulainen
2018	—	`conf`	Combining fMRI Data and Neural Networks to Quantify Contextual Effects in the Brain. BI Nora E. Aguirre-Celis, Risto Miikkulainen
2018	—	`conf`	Dynamic Adaptation and Opponent Exploitation in Computer Poker. AAAI Workshops Xun Li, Risto Miikkulainen
2018	C	`conf`	Enhanced Optimization with Composite Objectives and Novelty Selection. ALIFE Hormoz Shahrzad, Daniel Fink, Risto Miikkulainen
2018	J	`jnl`	Enhanced Optimization with Composite Objectives and Novelty Selection. CoRR Hormoz Shahrzad, Daniel Fink, Risto Miikkulainen
2018	J	`jnl`	Enhancing Evolutionary Optimization in Uncertain Environments by Allocating Evaluations via Multi-armed Bandit Algorithms. CoRR Xin Qiu, Risto Miikkulainen
2018	—	`conf`	Evolution of neural networks. GECCO (Companion) Risto Miikkulainen
2018	J	`jnl`	Evolutionary Architecture Search For Deep Multitask Networks. CoRR Jason Zhi Liang, Elliot Meyerson, Risto Miikkulainen
2018	A	`conf`	Evolutionary architecture search for deep multitask networks. GECCO Jason Zhi Liang, Elliot Meyerson, Risto Miikkulainen
2018	J	`jnl`	From Nodes to Networks: Evolving Recurrent Neural Networks. CoRR Aditya Rawal, Risto Miikkulainen
2018	J	`jnl`	Functional Generative Design: An Evolutionary Approach to 3D-Printing. CoRR Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
2018	A	`conf`	Functional generative design: an evolutionary approach to 3D-printing. GECCO Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
2018	J	`jnl`	Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play. CoRR Reza Mahjourian, Navdeep Jaitly, Nevena Lazic, Sergey Levine, Risto Miikkulainen
2018	A	`conf`	Opponent modeling and exploitation in poker using evolved recurrent neural networks. GECCO Xun Li, Risto Miikkulainen
2018	J	`jnl`	Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing - and Back. CoRR Elliot Meyerson, Risto Miikkulainen
2018	A*	`conf`	Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing-and Back. ICML Elliot Meyerson, Risto Miikkulainen
2018	A*	`conf`	Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization. AAAI Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba
2018	J	`jnl`	The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard A. Watson, Jason Yosinski
2017	J	`jnl`	A Probabilistic Reformulation of No Free Lunch: Continuous Lunches Are Not Free. Evol. Comput. Alan J. Lockett, Risto Miikkulainen
2017	J	`jnl`	Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering. CoRR Elliot Meyerson, Risto Miikkulainen
2017	J	`jnl`	Conversion Rate Optimization through Evolutionary Computation. CoRR Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brundage, Jonathan Epstein, Randy Dean, Gurmeet Lamba
2017	A	`conf`	Conversion rate optimization through evolutionary computation. GECCO Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brundage, Jonathan Epstein, Randy Dean, Gurmeet Lamba
2017	J	`jnl`	Discovering Evolutionary Stepping Stones through Behavior Domination. CoRR Elliot Meyerson, Risto Miikkulainen
2017	A	`conf`	Discovering evolutionary stepping stones through behavior domination. GECCO Elliot Meyerson, Risto Miikkulainen
2017	—	`conf`	Evolution of neural networks. GECCO (Companion) Risto Miikkulainen
2017	A	`conf`	Evolutionary decomposition for 3D printing. GECCO Eric A. Yu, Jin Yeom, Cem Celal Tutum, Etienne Vouga, Risto Miikkulainen
2017	—	`conf`	Evolving Adaptive Poker Players for Effective Opponent Exploitation. AAAI Workshops Xun Li, Risto Miikkulainen
2017	J	`jnl`	Evolving Deep Neural Networks. CoRR Risto Miikkulainen, Jason Zhi Liang, Elliot Meyerson, Aditya Rawal, Daniel Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy, Babak Hodjat
2017	B	`conf`	From Words to Sentences & Back: Characterizing Context-dependent Meaning Representations in the Brain. CogSci Nora E. Aguirre-Celis, Manuel Valenzuela-Rendón, Risto Miikkulainen
2017	—	`ch.`	Hopfield Network. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`conf`	How to select a winner in evolutionary optimization? SSCI Risto Miikkulainen, Hormoz Shahrzad, Nigel Duffy, Philip M. Long
2017	—	`ch.`	Neuroevolution. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`ch.`	Neuron. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`ch.`	Reservoir Computing. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`ch.`	Simple Recurrent Network. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`ch.`	Topology of a Neural Network. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2017	—	`ch.`	Weight. Encyclopedia of Machine Learning and Data Mining Risto Miikkulainen
2016	J	`jnl`	Discovering Multimodal Behavior in Ms. Pac-Man Through Evolution of Modular Neural Networks. IEEE Trans. Comput. Intell. AI Games Jacob Schrum, Risto Miikkulainen
2016	C	`conf`	Distributed Age-Layered Novelty Search. ALIFE Risto Miikkulainen, Hormoz Shahrzad, Babak Hodjat
2016	A	`conf`	Estimating the Advantage of Age-Layering in Evolutionary Algorithms. GECCO Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2016	C	`conf`	Evolving Artificial Language through Evolutionary Reinforcement Learning. ALIFE Risto Miikkulainen, Xun Li
2016	A	`conf`	Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective. GECCO Aditya Rawal, Risto Miikkulainen
2016	—	`conf`	Evolving Neural Networks. GECCO (Companion) Risto Miikkulainen
2016	J	`jnl`	Guest Editorial: Physics-Based Simulation Games. IEEE Trans. Comput. Intell. AI Games Jochen Renz, Risto Miikkulainen, Nathan R. Sturtevant, Mark H. M. Winands
2016	A	`conf`	Learning Behavior Characterizations for Novelty Search. GECCO Elliot Meyerson, Joel Lehman, Risto Miikkulainen
2016	J	`jnl`	MARLEDA: Effective distribution estimation through Markov random fields. Theor. Comput. Sci. Matthew Alden, Risto Miikkulainen
2016	—	`conf`	Object-Model Transfer in the General Video Game Domain. AIIDE Alexander Eric Braylan, Risto Miikkulainen
2016	—	`conf`	PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification. GPTP Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen, Lawrence Murray, Chris C. Holmes
2016	—	`ed.`	Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montreal, Canada, December 11-12, 2015. CoCo@NIPS Tarek Richard Besold, Artur S. d'Avila Garcez, Gary F. Marcus, Risto Miikkulainen
2016	A*	`conf`	Reuse of Neural Modules for General Video Game Playing. AAAI Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
2016	J	`jnl`	Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution. Evol. Comput. Jacob Schrum, Risto Miikkulainen
2016	B	`conf`	Surrogate-based evolutionary optimization for friction stir welding. CEC Cem Celal Tutum, Shaayaan Sayed, Risto Miikkulainen
2016	—	`conf`	Using SOMs to Gain Insight into Human Language Processing. WSOM Risto Miikkulainen
2015	A	`conf`	Enhancing Divergent Search through Extinction Events. GECCO Joel Lehman, Risto Miikkulainen
2015	—	`conf`	Evaluating team behaviors constructed with human-guided machine learning. CIG Igor V. Karpov, Leif M. Johnson, Risto Miikkulainen
2015	A	`conf`	Evolutionary Bilevel Optimization for Complex Control Tasks. GECCO Jason Zhi Liang, Risto Miikkulainen
2015	—	`conf`	Evolving Neural Networks. GECCO (Companion) Risto Miikkulainen
2015	A	`conf`	Evolving Strategies for Social Innovation Games. GECCO Erkin Bahçeci, Riitta Katila, Risto Miikkulainen
2015	—	`conf`	Frame Skip Is a Powerful Parameter for Learning to Play Atari. AAAI Workshop: Learning for General Competency in Video Games Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
2015	J	`jnl`	Increasing Behavioral Complexity for Evolved Virtual Creatures with the ESP Method. CoRR Dan Lessin, Don Fussell, Risto Miikkulainen, Sebastian Risi
2015	J	`jnl`	Mean-field thalamocortical modeling of longitudinal EEG acquired during intensive meditation training. NeuroImage Manish Saggar, Anthony P. Zanesco, Brandon G. King, David A. Bridwell, Katherine A. MacLean, Stephen R. Aichele, Tonya L. Jacobs, B. Alan Wallace, Clifford D. Saron, Risto Miikkulainen
2015	—	`conf`	Neural-Symbolic Learning and Reasoning: Contributions and Challenges. AAAI Spring Symposia Artur S. d'Avila Garcez, Tarek R. Besold, Luc De Raedt, Peter Földiák, Pascal Hitzler, Thomas Icard, Kai-Uwe Kühnberger, Luís C. Lamb, Risto Miikkulainen, Daniel L. Silver
2015	—	`conf`	On the Cross-Domain Reusability of Neural Modules for General Video Game Playing. CGW/GIGA@IJCAI Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
2015	J	`jnl`	Reuse of Neural Modules for General Video Game Playing. CoRR Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
2015	A	`conf`	Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution. GECCO Jacob Schrum, Risto Miikkulainen
2015	A	`conf`	Tradeoffs in Real-Time Robotic Task Design with Neuroevolution Learning for Imprecise Computation. RTSS Pei-Chi Huang, Luis Sentis, Joel Lehman, Chien-Liang Fok, Aloysius K. Mok, Risto Miikkulainen
2015	—	`conf`	Tutorial III: Evolving neural networks. CIG Risto Miikkulainen
2014	J	`jnl`	A Neuroevolution Approach to General Atari Game Playing. IEEE Trans. Comput. Intell. AI Games Matthew J. Hausknecht, Joel Lehman, Risto Miikkulainen, Peter Stone
2014	C	`conf`	Adopting Morphology to Multiple Tasks in Evolved Virtual Creatures. ALIFE Dan Lessin, Don Fussell, Risto Miikkulainen
2014	C	`conf`	Evolution of Communication in Mate Selection. ALIFE Aditya Rawal, Janette Boughman, Risto Miikkulainen
2014	J	`jnl`	Evolutionary annealing: global optimization in measure spaces. J. Glob. Optim. Alan J. Lockett, Risto Miikkulainen
2014	C	`conf`	Evolving Multimodal Behavior Through Subtask and Switch Neural Networks. ALIFE Xun Li, Risto Miikkulainen
2014	A	`conf`	Evolving multimodal behavior with modular neural networks in Ms. Pac-Man. GECCO Jacob Schrum, Risto Miikkulainen
2014	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen
2014	J	`jnl`	GRADE: Machine Learning Support for Graduate Admissions. AI Mag. Austin Waters, Risto Miikkulainen
2014	—	`conf`	General intelligence through prolonged evolution of densely connected neural networks. GECCO (Companion) Padmini Rajagopalan, Aditya Rawal, Kay E. Holekamp, Risto Miikkulainen
2014	—	`conf`	Grasping novel objects with a dexterous robotic hand through neuroevolution. CICA Pei-Chi Huang, Joel Lehman, Aloysius K. Mok, Risto Miikkulainen, Luis Sentis
2014	A	`conf`	Overcoming deception in evolution of cognitive behaviors. GECCO Joel Lehman, Risto Miikkulainen
2014	C	`conf`	The Evolution of General Intelligence. ALIFE Padmini Rajagopalan, Kay E. Holekamp, Risto Miikkulainen
2014	A	`conf`	Trading control intelligence for physical intelligence: muscle drives in evolved virtual creatures. GECCO Dan Lessin, Don Fussell, Risto Miikkulainen
2013	A	`conf`	A measure-theoretic analysis of stochastic optimization. FOGA Alan J. Lockett, Risto Miikkulainen
2013	—	`conf`	Architecture of a cyberphysical avatar. ICCPS Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Quan Leng, Xiuming Zhu, Luis Sentis, Kwan-Suk Kim, Risto Miikkulainen
2013	—	`conf`	Boosting Interactive Evolution Using Human Computation Markets. TPNC Joel Lehman, Risto Miikkulainen
2013	A	`conf`	Effective diversity maintenance in deceptive domains. GECCO Joel Lehman, Kenneth O. Stanley, Risto Miikkulainen
2013	—	`conf`	Evolutionary reature evaluation for online Reinforcement Learning. CIG Julian Bishop, Risto Miikkulainen
2013	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen
2013	B	`conf`	Extended scaled neural predictor for improved branch prediction. IJCNN Zihao Zhou, Mayank Kejriwal, Risto Miikkulainen
2013	C	`conf`	GRADE: Machine Learning Support for Graduate Admissions. IAAI Austin Waters, Risto Miikkulainen
2013	—	`ch.`	General Video Game Playing. Artificial and Computational Intelligence in Games John Levine, Clare Bates Congdon, Marc Ebner, Graham Kendall, Simon M. Lucas, Risto Miikkulainen, Tom Schaul, Tommy Thompson
2013	A	`conf`	Neuroannealing: martingale optimization for neural networks. GECCO Alan J. Lockett, Risto Miikkulainen
2013	J	`jnl`	Neuroevolution. Scholarpedia Joel Lehman, Risto Miikkulainen
2013	A	`conf`	Open-ended behavioral complexity for evolved virtual creatures. GECCO Dan Lessin, Don Fussell, Risto Miikkulainen
2013	J	`jnl`	Using symmetry and evolutionary search to minimize sorting networks. J. Mach. Learn. Res. Vinod K. Valsalam, Risto Miikkulainen
2012	A	`conf`	Accelerating evolution via egalitarian social learning. GECCO Wesley Tansey, Eliana Feasley, Risto Miikkulainen
2012	J	`jnl`	An Integrated Neuroevolutionary Approach to Reactive Control and High-Level Strategy. IEEE Trans. Evol. Comput. Nate Kohl, Risto Miikkulainen
2012	—	`conf`	Architecture of a cyberphysical avatar. REACTION Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Xiuming Zhu, Luis Sentis, Kwan-Suk Kim, Risto Miikkulainen, Jacob Menashe
2012	—	`ch.`	Believable Bot Navigation via Playback of Human Traces. Believable Bots Igor V. Karpov, Jacob Schrum, Risto Miikkulainen
2012	J	`jnl`	Constructing controllers for physical multilegged robots using the ENSO neuroevolution approach. Evol. Intell. Vinod K. Valsalam, Jonathan D. Hiller, Robert MacCurdy, Hod Lipson, Risto Miikkulainen
2012	C	`conf`	Evolution of a Communication Code in Cooperative Tasks. ALIFE Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen, Kay E. Holekamp
2012	J	`jnl`	Evolving Multimodal Networks for Multitask Games. IEEE Trans. Comput. Intell. AI Games Jacob Schrum, Risto Miikkulainen
2012	—	`ch.`	Human-Like Combat Behaviour via Multiobjective Neuroevolution. Believable Bots Jacob Schrum, Igor V. Karpov, Risto Miikkulainen
2012	A	`conf`	HyperNEAT-GGP: a hyperNEAT-based atari general game player. GECCO Matthew J. Hausknecht, Piyush Khandelwal, Risto Miikkulainen, Peter Stone
2012	—	`conf`	Multiagent Learning through Neuroevolution. WCCI Risto Miikkulainen, Eliana Feasley, Leif M. Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, Wesley Tansey
2012	C	`conf`	Task decomposition with neuroevolution in extended predator-prey domain. ALIFE Ashish Jain, Anand Subramoney, Risto Miikkulainen
2011	J	`jnl`	Competitive Coevolution through Evolutionary Complexification CoRR Risto Miikkulainen, Kenneth O. Stanley
2011	B	`conf`	Creating intelligent agents through shaping of coevolution. IEEE Congress on Evolutionary Computation Adam Dziuk, Risto Miikkulainen
2011	J	`jnl`	Evolving Symmetry for Modular System Design. IEEE Trans. Evol. Comput. Vinod K. Valsalam, Risto Miikkulainen
2011	—	`conf`	Evolving multimodal networks for multitask games. CIG Jacob Schrum, Risto Miikkulainen
2011	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen
2011	A	`conf`	Human-assisted neuroevolution through shaping, advice and examples. GECCO Igor Karpov, Vinod K. Valsalam, Risto Miikkulainen
2011	—	`conf`	Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model. WSOM Uli Grasemann, Chaleece Sandberg, Swathi Kiran, Risto Miikkulainen
2011	A	`conf`	Learning Polarity from Structure in SAT. SAT Bryan Silverthorn, Risto Miikkulainen
2011	—	`conf`	Learning geometry from sensorimotor experience. ICDL-EPIROB Jeremy Stober, Risto Miikkulainen, Benjamin Kuipers
2011	B	`conf`	Measure-theoretic evolutionary annealing. IEEE Congress on Evolutionary Computation Alan J. Lockett, Risto Miikkulainen
2011	B	`conf`	Modeling Acute and Compensated Language Disturbance in Schizophrenia. CogSci Uli Grasemann, Ralph Hoffman, Risto Miikkulainen
2011	A	`conf`	Real-space evolutionary annealing. GECCO Alan J. Lockett, Risto Miikkulainen
2011	—	`conf`	The role of reward structure, coordination mechanism and net return in the evolution of cooperation. CIG Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen, Marc A. Wiseman, Kay E. Holekamp
2011	—	`conf`	UT CIG Jacob Schrum, Igor Karpov, Risto Miikkulainen
2010	—	`conf`	Constructing competitive and cooperative agent behavior using coevolution. CIG Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen
2010	A	`conf`	Emergence of competitive and cooperative behavior using coevolution. GECCO Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen
2010	A	`conf`	Evolving agent behavior in multiobjective domains using fitness-based shaping. GECCO Jacob Schrum, Risto Miikkulainen
2010	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen
2010	—	`ch.`	Hopfield Network. Encyclopedia of Machine Learning Risto Miikkulainen
2010	A*	`conf`	Latent Class Models for Algorithm Portfolio Methods. AAAI Bryan Silverthorn, Risto Miikkulainen
2010	—	`ch.`	Neuroevolution. Encyclopedia of Machine Learning Risto Miikkulainen
2010	—	`ch.`	Neuron. Encyclopedia of Machine Learning Risto Miikkulainen
2010	—	`ch.`	Reservoir Computing. Encyclopedia of Machine Learning Risto Miikkulainen
2010	—	`ch.`	Simple Recurrent Network. Encyclopedia of Machine Learning Risto Miikkulainen
2010	—	`ch.`	Topology of a Neural Network. Encyclopedia of Machine Learning Risto Miikkulainen
2010	—	`ch.`	Weight. Encyclopedia of Machine Learning Risto Miikkulainen
2009	—	`ed.`	Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings WSOM José Carlos Príncipe, Risto Miikkulainen
2009	J	`jnl`	Coevolution of Role-Based Cooperation in Multiagent Systems. IEEE Trans. Auton. Ment. Dev. Chern Han Yong, Risto Miikkulainen
2009	J	`jnl`	Computational Predictions on the Receptive Fields and Organization of V2 for Shape Processing. Neural Comput. Yiu-Fai Sit, Risto Miikkulainen
2009	—	`conf`	Evolving multi-modal behavior in NPCs. CIG Jacob Schrum, Risto Miikkulainen
2009	J	`jnl`	Evolving neural networks for strategic decision-making problems. Neural Networks Nate Kohl, Risto Miikkulainen
2009	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen, Kenneth O. Stanley
2009	A	`conf`	Evolving symmetric and modular neural networks for distributed control. GECCO Vinod K. Valsalam, Risto Miikkulainen
2009	J	`jnl`	Learning Dynamic Obstacle Avoidance for a Robot Arm Using Neuroevolution. Neural Process. Lett. Thomas D'Silva, Risto Miikkulainen
2009	—	`conf`	Modeling the Bilingual Lexicon of an Individual Subject. WSOM Risto Miikkulainen, Swathi Kiran
2009	—	`conf`	Representing Semantic Graphs in a Self-Organizing Map. WSOM Marshall R. Mayberry, Risto Miikkulainen
2008	J	`jnl`	Accelerated Neural Evolution through Cooperatively Coevolved Synapses. J. Mach. Learn. Res. Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen
2008	—	`conf`	Constructing Complex NPC Behavior via Multi-Objective Neuroevolution. AIIDE Jacob Schrum, Risto Miikkulainen
2008	A	`conf`	Evolving neural networks for fractured domains. GECCO Nate Kohl, Risto Miikkulainen
2008	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen, Kenneth O. Stanley
2008	—	`conf`	Evolving opponent models for Texas Hold 'Em. CIG Alan J. Lockett, Risto Miikkulainen
2008	A	`conf`	Modular neuroevolution for multilegged locomotion. GECCO Vinod K. Valsalam, Risto Miikkulainen
2008	A*	`conf`	Online kernel selection for Bayesian reinforcement learning. ICML Joseph Reisinger, Peter Stone, Risto Miikkulainen
2008	—	`conf`	OpenNERO: A Game Platform for AI Research and Education. AIIDE Igor Karpov, John Sheblak, Risto Miikkulainen
2008	—	`conf`	Transfer of evolved pattern-based heuristics in games. CIG Erkin Bahçeci, Risto Miikkulainen
2007	J	`jnl`	A computational model of the signals in optical imaging with voltage-sensitive dyes. Neurocomputing Yiu-Fai Sit, Risto Miikkulainen
2007	A*	`conf`	Acquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution. AAAI Bobby D. Bryant, Risto Miikkulainen
2007	A	`conf`	Acquiring evolvability through adaptive representations. GECCO Joseph Reisinger, Risto Miikkulainen
2007	—	`conf`	Coevolving Strategies for General Game Playing. CIG Joseph Reisinger, Erkin Bahçeci, Igor Karpov, Risto Miikkulainen
2007	J	`jnl`	Developing Complex Systems Using Evolved Pattern Generators. IEEE Trans. Evol. Comput. Vinod K. Valsalam, James A. Bednar, Risto Miikkulainen
2007	A	`conf`	Evolving explicit opponent models in game playing. GECCO Alan J. Lockett, Charles L. Chen, Risto Miikkulainen
2007	—	`conf`	Evolving neural networks. GECCO (Companion) Risto Miikkulainen
2007	J	`jnl`	Semantic Boost on Episodic Associations: An Empirically-Based Computational Model. Cogn. Sci. Yaron Silberman, Shlomo Bentin, Risto Miikkulainen
2007	B	`conf`	System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks. IJCNN Manish Saggar, Tekin Meriçli, Sari Andoni, Risto Miikkulainen
2006	A	`conf`	Coevolution of neural networks using a layered pareto archive. GECCO German A. Monroy, Kenneth O. Stanley, Risto Miikkulainen
2006	C	`conf`	Detecting Motion in the Environment with a Moving Quadruped Robot. RoboCup Peggy Fidelman, Thayne R. Coffman, Risto Miikkulainen
2006	J	`jnl`	Developing navigation behavior through self-organizing distinctive-state abstraction. Connect. Sci. Jefferson Provost, Benjamin Kuipers, Risto Miikkulainen
2006	—	`conf`	Efficient Non-linear Control Through Neuroevolution. ECML Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen
2006	—	`conf`	Evolvability in Developmental Systems. AAAI Fall Symposium: Developmental Systems Joseph Reisinger, Risto Miikkulainen
2006	B	`conf`	Evolving Stochastic Controller Networks for Intelligent Game Agents. IEEE Congress on Evolutionary Computation Bobby D. Bryant, Risto Miikkulainen
2006	A	`conf`	Evolving a real-world vehicle warning system. GECCO Nate Kohl, Kenneth O. Stanley, Risto Miikkulainen, Michael E. Samples, Rini Sherony
2006	—	`conf`	Exploiting Sensor Symmetries in Example-based Training for Intelligent Agents. CIG Bobby D. Bryant, Risto Miikkulainen
2006	—	`conf`	Incorporating Advice into Neuroevolution of Adaptive Agents. AIIDE Chern Han Yong, Kenneth O. Stanley, Risto Miikkulainen, Igor Karpov
2006	—	`conf`	Integration and Evaluation of Exploration-Based Learning in Games. CIG Igor Karpov, Thomas D'Silva, Craig Varrichio, Kenneth O. Stanley, Risto Miikkulainen
2006	J	`jnl`	Joint maps for orientation, eye, and direction preference in a self-organizing model of V1. Neurocomputing James A. Bednar, Risto Miikkulainen
2006	J	`jnl`	Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1. Neurocomputing Stefanie Jegelka, James A. Bednar, Risto Miikkulainen
2006	A*	`conf`	Real-Time Evolution of Neural Networks in the NERO Video Game. AAAI Kenneth O. Stanley, Bobby D. Bryant, Igor Karpov, Risto Miikkulainen
2006	A*	`conf`	Real-Time Interactive Learning in the NERO Video Game. AAAI Kenneth O. Stanley, Igor Karpov, Risto Miikkulainen, Aliza Gold
2006	A	`conf`	Selecting for evolvable representations. GECCO Joseph Reisinger, Risto Miikkulainen
2006	J	`jnl`	Self-organization of hierarchical visual maps with feedback connections. Neurocomputing Yiu-Fai Sit, Risto Miikkulainen
2006	—	`conf`	The NERO Video Game. AIIDE Kenneth O. Stanley, Igor Karpov, Risto Miikkulainen, Aliza Gold
2005	A	`conf`	Automatic feature selection in neuroevolution. GECCO Shimon Whiteson, Peter Stone, Kenneth O. Stanley, Risto Miikkulainen, Nate Kohl
2005	J	`jnl`	Broad-Coverage Parsing with Neural Networks. Neural Process. Lett. Marshall R. Mayberry, Risto Miikkulainen
2005	—	`book`	Computational Maps in the Visual Cortex. Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, Joseph Sirosh
2005	A	`conf`	Constructing good learners using evolved pattern generators. GECCO Vinod K. Valsalam, James A. Bednar, Risto Miikkulainen
2005	A	`conf`	Effective image compression using evolved wavelets. GECCO Uli Grasemann, Risto Miikkulainen
2005	A	`conf`	Efficient credit assignment through evaluation function decomposition. GECCO Adrian K. Agogino, Kagan Tumer, Risto Miikkulainen
2005	J	`jnl`	Evolving Soccer Keepaway Players Through Task Decomposition. Mach. Learn. Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone
2005	A	`conf`	Evolving neural network ensembles for control problems. GECCO David Pardoe, Michael S. Ryoo, Risto Miikkulainen
2005	A	`conf`	Learning basic navigation for personal satellite assistant using neuroevolution. GECCO Yiu-Fai Sit, Risto Miikkulainen
2005	A	`conf`	Neuroevolution of an automobile crash warning system. GECCO Kenneth O. Stanley, Nate Kohl, Rini Sherony, Risto Miikkulainen
2005	—	`conf`	Real-Time Evolution in the NERO Video Game (Winner of CIG 2005 Best Paper Award). CIG Kenneth O. Stanley, Bobby D. Bryant, Risto Miikkulainen
2005	—	`conf`	Real-time Learning in the NERO Video Game. AIIDE Kenneth O. Stanley, Ryan Cornelius, Risto Miikkulainen
2005	J	`jnl`	Real-time neuroevolution in the NERO video game. IEEE Trans. Evol. Comput. Kenneth O. Stanley, Bobby D. Bryant, Risto Miikkulainen
2005	—	`conf`	Retaining Learned Behavior During Real-Time Neuroevolution. AIIDE Thomas D'Silva, Roy Janik, Micahel Chrien, Kenneth O. Stanley, Risto Miikkulainen
2005	J	`jnl`	Self-organization of color opponent receptive fields and laterally connected orientation maps. Neurocomputing James A. Bednar, Judah B. De Paula, Risto Miikkulainen
2005	—	`conf`	Towards an empirical measure of evolvability. GECCO Workshops Joseph Reisinger, Kenneth O. Stanley, Risto Miikkulainen
2004	J	`jnl`	Competitive Coevolution through Evolutionary Complexification. J. Artif. Intell. Res. Kenneth O. Stanley, Risto Miikkulainen
2004	J	`jnl`	Contour integration and segmentation with self-organized lateral connections. Biol. Cybern. Yoonsuck Choe, Risto Miikkulainen
2004	—	`conf`	Evolving Reusable Neural Modules. GECCO (2) Joseph Reisinger, Kenneth O. Stanley, Risto Miikkulainen
2004	—	`conf`	Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting. GECCO (2) Uli Grasemann, Risto Miikkulainen
2004	—	`conf`	Evolving a Roving Eye for Go. GECCO (2) Kenneth O. Stanley, Risto Miikkulainen
2004	J	`jnl`	Modeling cortical maps with Topographica. Neurocomputing James A. Bednar, Yoonsuck Choe, Judah B. De Paula, Risto Miikkulainen, Jefferson Provost, Tal Tversky
2004	J	`jnl`	New developments in self-organizing systems. Neural Networks Masumi Ishikawa, Risto Miikkulainen, Helge J. Ritter
2004	J	`jnl`	Prenatal and postnatal development of laterally connected orientation maps. Neurocomputing James A. Bednar, Risto Miikkulainen
2004	J	`jnl`	Scaling self-organizing maps to model large cortical networks. Neuroinformatics James A. Bednar, Amol Kelkar, Risto Miikkulainen
2004	—	`conf`	Transfer of Neuroevolved Controllers in Unstable Domains. GECCO (2) Faustino J. Gomez, Risto Miikkulainen
2003	J	`jnl`	A Taxonomy for Artificial Embryogeny. Artif. Life Kenneth O. Stanley, Risto Miikkulainen
2003	A	`conf`	Active Guidance for a Finless Rocket Using Neuroevolution. GECCO Faustino J. Gomez, Risto Miikkulainen
2003	A	`conf`	Evolving Keepaway Soccer Players through Task Decomposition. GECCO Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone
2003	B	`conf`	Evolving adaptive neural networks with and without adaptive synapses. IEEE Congress on Evolutionary Computation Kenneth O. Stanley, Bobby D. Bryant, Risto Miikkulainen
2003	J	`jnl`	Learning Innate Face Preferences. Neural Comput. James A. Bednar, Risto Miikkulainen
2003	B	`conf`	Neuroevolution for adaptive teams. IEEE Congress on Evolutionary Computation Bobby D. Bryant, Risto Miikkulainen
2003	J	`jnl`	Self-organization of spatiotemporal receptive fields and laterally connected direction and orientation maps. Neurocomputing James A. Bednar, Risto Miikkulainen
2003	J	`jnl`	The role of postsynaptic potential decay rate in neural synchrony. Neurocomputing Yoonsuck Choe, Risto Miikkulainen
2003	A*	`conf`	Utilizing Domain Knowledge in Neuroevolution. ICML James Fan, Raymond Lau, Risto Miikkulainen
2002	A	`conf`	Adaptive Control Utilising Neural Swarming. GECCO Alex v. E. Conradie, Risto Miikkulainen, Christiaan Aldrich
2002	A	`conf`	Continual Coevolution Through Complexification. GECCO Kenneth O. Stanley, Risto Miikkulainen
2002	A	`conf`	Efficient Reinforcement Learning Through Evolving Neural Network Topologies. GECCO Kenneth O. Stanley, Risto Miikkulainen
2002	B	`conf`	Efficient evolution of neural network topologies. IEEE Congress on Evolutionary Computation Kenneth O. Stanley, Risto Miikkulainen
2002	A	`conf`	Eugenic Evolution Utilizing A Domain Model. GECCO Matthew Alden, Aard-Jan van Kesteren, Risto Miikkulainen
2002	J	`jnl`	Evolving Neural Network through Augmenting Topologies. Evol. Comput. Kenneth O. Stanley, Risto Miikkulainen
2002	B	`conf`	Intelligent process control utilising symbiotic memetic neuro-evolution. IEEE Congress on Evolutionary Computation Alex v. E. Conradie, Risto Miikkulainen, Chris Aldrich
2002	J	`jnl`	Modeling directional selectivity using self-organizing delay-adaptation maps. Neurocomputing Tal Tversky, Risto Miikkulainen
2002	J	`jnl`	Modeling large cortical networks with growing self-organizing maps. Neurocomputing James A. Bednar, Amol Kelkar, Risto Miikkulainen
2002	B	`conf`	Numerical optimization with neuroevolution. IEEE Congress on Evolutionary Computation Brian Greer, Henri Hakonen, Risto Lahdelma, Risto Miikkulainen
2000	—	`conf`	A Self-Organizing Neural Network for Contour Integration through Synchronized Firing. AAAI/IAAI Yoonsuck Choe, Risto Miikkulainen
2000	J	`jnl`	Effects of presynaptic, postsynaptic resource redistribution in Hebbian weight adaptation. Neurocomputing Yoonsuck Choe, Risto Miikkulainen, Lawrence K. Cormack
2000	A	`conf`	Eugenic Neuro-Evolution for Reinforcement Learning. GECCO Daniel Polani, Risto Miikkulainen
2000	J	`jnl`	Hebbian learning and temporary storage in the convergence-zone model of episodic memory. Neurocomputing Michael Howe, Risto Miikkulainen
2000	J	`jnl`	Online Interactive Neuro-evolution. Neural Process. Lett. Adrian K. Agogino, Kenneth O. Stanley, Risto Miikkulainen
2000	—	`conf`	Self-Organization of Innate Face Preferences: Could Genetics Be Expressed through Learning? AAAI/IAAI James A. Bednar, Risto Miikkulainen
2000	J	`jnl`	Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex. Neural Comput. James A. Bednar, Risto Miikkulainen
1999	A*	`conf`	Confidence Based Dual Reinforcement Q-Routing: An adaptive online network routing algorithm. IJCAI Shailesh Kumar, Risto Miikkulainen
1999	A*	`conf`	SARDSRN: A Neural Network Shift-Reduce Parser. IJCAI Marshall R. Mayberry, Risto Miikkulainen
1999	A*	`conf`	Solving Non-Markovian Control Tasks with Neuro-Evolution. IJCAI Faustino J. Gomez, Risto Miikkulainen
1998	B	`conf`	A Self-Organizing Neural Network Model of the Primary Visual Cortex. ICONIP Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, Joseph Sirosh
1998	—	`conf`	Combining Maps and Distributed Representations for Shift-Reduce Parsing. Hybrid Neural Systems Marshall R. Mayberry, Risto Miikkulainen
1998	J	`jnl`	Evolving Neural Networks to Play Go. Appl. Intell. Norman Richards, David E. Moriarty, Risto Miikkulainen
1998	J	`jnl`	Self-organization and segmentation in a laterally connected orientation map of spiking neurons. Neurocomputing Yoonsuck Choe, Risto Miikkulainen
1997	J	`jnl`	Convergence-Zone Episodic Memory: Analysis and Simulations. Neural Networks Mark Moll, Risto Miikkulainen
1997	—	`conf`	Culling and Teaching in Neuro-Evolution. ICGA Paul McQuesten, Risto Miikkulainen
1997	—	`conf`	Evolving Neural Networks to Play Go. ICGA Norman Richards, David E. Moriarty, Paul McQuesten, Risto Miikkulainen
1997	J	`jnl`	Forming Neural Networks Through Efficient and Adaptive Coevolution. Evol. Comput. David E. Moriarty, Risto Miikkulainen
1997	J	`jnl`	Incremental Evolution of Complex General Behavior. Adapt. Behav. Faustino J. Gomez, Risto Miikkulainen
1997	—	`conf`	Intrusion Detection with Neural Networks. NIPS Jake Ryan, Meng-Jang Lin, Risto Miikkulainen
1997	—	`conf`	Self-Organization and Segmentation with Laterally Connected Spiking Neurons. IJCAI Yoonsuck Choe, Risto Miikkulainen
1997	J	`jnl`	Topographic Receptive Fields and Patterned Lateral Interaction in a Self-Organizing Model of the Primary Visual Cortex. Neural Comput. Joseph Sirosh, Risto Miikkulainen
1997	J	`jnl`	Visual Schemas in Neural Networks for Object Recognition and Scene Analysis. Connect. Sci. Wee Kheng Leow, Risto Miikkulainen
1996	J	`jnl`	Efficient Reinforcement Learning through Symbiotic Evolution. Mach. Learn. David E. Moriarty, Risto Miikkulainen
1996	A*	`conf`	On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning. ICML Patrick Goetz, Shailesh Kumar, Risto Miikkulainen
1996	J	`jnl`	Self-Organization and Functional Role of Lateral Connections and Multisize Receptive Fields in the Primary Visual Cortex. Neural Process. Lett. Joseph Sirosh, Risto Miikkulainen
1996	J	`jnl`	Subsymbolic Case-Role Analysis of Sentences With Embedded Clauses. Cogn. Sci. Risto Miikkulainen
1995	—	`conf`	A Unified Neural Network Model for the Self-organization of Topographic Receptive Fields and Lateral Interaction. ICANNGA Joseph Sirosh, Risto Miikkulainen
1995	J	`jnl`	Discovering Complex Othello Strategies through Evolutionary Neural Networks. Connect. Sci. David E. Moriarty, Risto Miikkulainen
1995	A*	`conf`	Efficient Learning from Delayed Rewards through Symbiotic Evolution. ICML David E. Moriarty, Risto Miikkulainen
1995	—	`conf`	Laterally Interconnected Self-Organizing Maps in Hand-Written Digit Recognition. NIPS Yoonsuck Choe, Joseph Sirosh, Risto Miikkulainen
1995	J	`jnl`	Script-Based Inference and Memory Retrieval in Subsymbolic Story Processing. Appl. Intell. Risto Miikkulainen
1995	A*	`conf`	Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network. ICML Justine Blackmore, Risto Miikkulainen
1994	J	`jnl`	Cooperative self-organization of afferent and lateral connections in cortical maps. Biol. Cybern. Joseph Sirosh, Risto Miikkulainen
1994	A*	`conf`	Evolving Neural Networks to Focus Minimax Search. AAAI David E. Moriarty, Risto Miikkulainen
1994	—	`conf`	Improving Game-Tree Search with Evolutionary Neural Networks. International Conference on Evolutionary Computation David E. Moriarty, Risto Miikkulainen
1994	B	`conf`	Integrated Connectionist Models: Building AI Systems on Subsymbolic Foundations. ICTAI Risto Miikkulainen
1994	—	`conf`	Ocular Dominance and Patterned Lateral Connections in a Self-Organizing Model of the Primary Visual Cortex. NIPS Joseph Sirosh, Risto Miikkulainen
1994	A*	`conf`	Parsing Embedded Clauses with Distributed Neural Networks. AAAI Risto Miikkulainen, Dennis Bijwaard
1994	—	`conf`	SARDNET: A Self-Organizing Feature Map for Sequences. NIPS Daniel L. James, Risto Miikkulainen
1994	A*	`conf`	The Capacity of Convergence-Zone Episodic Memory. AAAI Mark Moll, Risto Miikkulainen, Jonathan Abbey
1994	J	`jnl`	VISOR: Schema-based scene analysis with structured neural networks. Neural Process. Lett. Wee Kheng Leow, Risto Miikkulainen
1993	—	`conf`	How lateral interaction develops in a self-organizing feature map. ICNN Joseph Sirosh, Risto Miikkulainen
1993	—	`conf`	Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map. ICNN Justine Blackmore, Risto Miikkulainen
1993	—	`conf`	Representing visual schemas in neural networks for scene analysis. ICNN Wee Kheng Leow, Risto Miikkulainen
1993	—	`book`	Subsymbolic natural language processing - an integrated model of scripts, lexicon, and memory. Risto Miikkulainen
1992	J	`jnl`	Trace feature map: a model of episodic associative memory. Biol. Cybern. Risto Miikkulainen
1991	J	`jnl`	Natural Language Processing With Modular PDP Networks and Distributed Lexicon. Cogn. Sci. Risto Miikkulainen, Michael G. Dyer
1990	B	`conf`	A PDP Architecture For Processing Sentences With Relative Clauses. COLING Risto Miikkulainen
1988	—	`conf`	Forming global representations with extended backpropagation. ICNN Risto Miikkulainen, Michael G. Dyer