Santiago Ontañón

239 papers A* 16A 8B 5C 42Misc 15Journal 73Unranked 77

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform. ICLR Shengyi Huang, Jiayi Weng, Rujikorn Charakorn, Min Lin, Zhongwen Xu, Santiago Ontañón
2024	A*	`conf`	Functional Interpolation for Relative Positions improves Long Context Transformers. ICLR Shanda Li, Chong You, Guru Guruganesh, Joshua Ainslie, Santiago Ontañón, Manzil Zaheer, Sumit Sanghai, Yiming Yang, Sanjiv Kumar, Srinadh Bhojanapalli
2024	—	`conf`	MEMORY-VQ: Compression for Tractable Internet-Scale Memory. NAACL (Short Papers) Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontañón, William W. Cohen, Sumit Sanghai, Joshua Ainslie
2023	C	`conf`	Beyond UCT: MAB Exploration Improvements for Monte Carlo Tree Search. CoG Robert C. Gray, Jichen Zhu, Santiago Ontañón
2023	J	`jnl`	Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform. CoRR Shengyi Huang, Jiayi Weng, Rujikorn Charakorn, Min Lin, Zhongwen Xu, Santiago Ontañón
2023	A*	`conf`	CoLT5: Faster Long-Range Transformers with Conditional Computation. EMNLP Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
2023	J	`jnl`	CoLT5: Faster Long-Range Transformers with Conditional Computation. CoRR Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
2023	—	`conf`	Distribution Fairness in Multiplayer AI Using Shapley Constraints. AIIDE Robert C. Gray, Jichen Zhu, Santiago Ontañón
2023	J	`jnl`	Functional Interpolation for Relative Positions Improves Long Context Transformers. CoRR Shanda Li, Chong You, Guru Guruganesh, Joshua Ainslie, Santiago Ontañón, Manzil Zaheer, Sumit Sanghai, Yiming Yang, Sanjiv Kumar, Srinadh Bhojanapalli
2023	A	`conf`	Improving Fairness in Adaptive Social Exergames via Shapley Bandits. IUI Robert C. Gray, Jennifer Villareale, Thomas Boyd Fox, Diane H. Dallal, Santiago Ontañón, Danielle Arigo, Shahin Jabbari, Jichen Zhu
2023	J	`jnl`	Improving Fairness in Adaptive Social Exergames via Shapley Bandits. CoRR Robert C. Gray, Jennifer Villareale, Thomas B. Fox, Diane H. Dallal, Santiago Ontañón, Danielle Arigo, Shahin Jabbari, Jichen Zhu
2023	J	`jnl`	MEMORY-VQ: Compression for Tractable Internet-Scale Memory. CoRR Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontañón, William W. Cohen, Sumit Sanghai, Joshua Ainslie
2023	J	`jnl`	Multi-Task End-to-End Training Improves Conversational Recommendation. CoRR Naveen Ram, Dima Kuzmin, Ellie Ka In Chio, Moustafa Farid Alzantot, Santiago Ontañón, Ambarish Jash, Judith Yue Li
2023	—	`conf`	mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences. EMNLP (Findings) David C. Uthus, Santiago Ontañón, Joshua Ainslie, Mandy Guo
2023	J	`jnl`	mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences. CoRR David C. Uthus, Santiago Ontañón, Joshua Ainslie, Mandy Guo
2022	Misc	`conf`	A Closer Look at Invalid Action Masking in Policy Gradient Algorithms. FLAIRS Shengyi Huang, Santiago Ontañón
2022	J	`jnl`	A2C is a special case of PPO. CoRR Shengyi Huang, Anssi Kanervisto, Antonin Raffin, Weixun Wang, Santiago Ontañón, Rousslan Fernand Julien Dossa
2022	J	`jnl`	An Experimental Survey on Methods for Integrating Scripts Into Adversarial Search for RTS Games. IEEE Trans. Games Zuozhi Yang, Santiago Ontañón
2022	J	`jnl`	Detection of driver health condition by monitoring driving behavior through machine learning from observation. Expert Syst. Appl. Avelino J. Gonzalez, Josiah Wong, Emily M. Thomas, Alec Kerrigan, Lauren Hastings, Andres Posadas, Kevin Negy, Annie S. Wu, Santiago Ontañón, Yi-Ching Lee, Flaura K. Winston
2022	—	`conf`	FNet: Mixing Tokens with Fourier Transforms. NAACL-HLT James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Santiago Ontañón
2022	J	`jnl`	LogicInference: A New Dataset for Teaching Logical Inference to seq2seq Models. CoRR Santiago Ontañón, Joshua Ainslie, Vaclav Cvicek, Zachary Fisher
2022	—	`conf`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. NAACL-HLT (Findings) Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2022	—	`conf`	Making Transformers Solve Compositional Tasks. ACL (1) Santiago Ontañón, Joshua Ainslie, Zachary Fisher, Vaclav Cvicek
2022	J	`jnl`	Modeling Player Knowledge in a Parallel Programming Educational Game. IEEE Trans. Games Pavan Kantharaju, Katelyn Alderfer, Jichen Zhu, Bruce W. Char, Brian K. Smith, Santiago Ontañón
2021	Misc	`conf`	ADHD Prediction via Time Series Ensemble fed Driving Simulator Data. FLAIRS David Grethlein, Aleksanteri Sladek, Santiago Ontañón
2021	J	`jnl`	An Empirical Investigation of Early Stopping Optimizations in Proximal Policy Optimization. IEEE Access Rousslan Fernand Julien Dossa, Shengyi Huang, Santiago Ontañón, Takashi Matsubara
2021	C	`conf`	Contextual Combinatorial Bandits in Real-Time Strategy Games. CoG Zuozhi Yang, Santiago Ontañón
2021	J	`jnl`	FNet: Mixing Tokens with Fourier Transforms. CoRR James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Santiago Ontañón
2021	C	`conf`	Gym-µRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning. CoG Shengyi Huang, Santiago Ontañón, Chris Bamford, Lukasz Grela
2021	J	`jnl`	Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning. CoRR Shengyi Huang, Santiago Ontañón, Chris Bamford, Lukasz Grela
2021	J	`jnl`	Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data. CoRR David Grethlein, Aleksanteri Sladek, Santiago Ontañón
2021	—	`conf`	Improving Compositional Generalization in Classification Tasks via Structure Annotations. ACL/IJCNLP (2) Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón
2021	J	`jnl`	Improving Compositional Generalization in Classification Tasks via Structure Annotations. CoRR Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón
2021	J	`jnl`	Iterative Decoding for Compositional Generalization in Transformers. CoRR Luana Ruiz, Joshua Ainslie, Santiago Ontañón
2021	J	`jnl`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. CoRR Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2021	J	`jnl`	Making Transformers Solve Compositional Tasks. CoRR Santiago Ontañón, Joshua Ainslie, Vaclav Cvicek, Zachary Fisher
2021	A*	`conf`	Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries. KDD Sukhdeep S. Sodhi, Ellie Ka In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra
2021	J	`jnl`	Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries. CoRR Sukhdeep S. Sodhi, Ellie Ka In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra
2021	C	`conf`	Multiplayer Modeling via Multi-Armed Bandits. CoG Robert C. Gray, Jichen Zhu, Santiago Ontañón
2021	J	`jnl`	Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity. CoRR Jichen Zhu, Diane H. Dallal, Robert C. Gray, Jennifer Villareale, Santiago Ontañón, Evan M. Forman, Danielle Arigo
2021	J	`jnl`	Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity. Proc. ACM Hum. Comput. Interact. Jichen Zhu, Diane H. Dallal, Robert C. Gray, Jennifer Villareale, Santiago Ontañón, Evan M. Forman, Danielle Arigo
2021	J	`jnl`	Player Modeling via Multi-Armed Bandits. CoRR Robert C. Gray, Jichen Zhu, Danielle Arigo, Evan M. Forman, Santiago Ontañón
2021	J	`jnl`	Player-Centered AI for Automatic Game Personalization: Open Problems. CoRR Jichen Zhu, Santiago Ontañón
2021	J	`jnl`	Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits. CoRR Robert C. Gray, Jichen Zhu, Santiago Ontañón
2021	—	`conf`	The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems. IUI Companion Santiago Ontañón, Jichen Zhu
2021	J	`jnl`	The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems. CoRR Santiago Ontañón, Jichen Zhu
2020	J	`jnl`	A Closer Look at Invalid Action Masking in Policy Gradient Algorithms. CoRR Shengyi Huang, Santiago Ontañón
2020	J	`jnl`	Action Guidance: Getting the Best of Sparse Rewards and Shaped Rewards for Real-time Strategy Games. CoRR Shengyi Huang, Santiago Ontañón
2020	J	`jnl`	An Overview of Distance and Similarity Functions for Structured Data. CoRR Santiago Ontañón
2020	J	`jnl`	An overview of distance and similarity functions for structured data. Artif. Intell. Rev. Santiago Ontañón
2020	—	`conf`	Are Strong Policies Also Good Playout Policies? Playout Policy Optimization for RTS Games. AIIDE Zuozhi Yang, Santiago Ontañón
2020	—	`conf`	Bandit-Based Policy Optimization for Monte Carlo Tree Search in RTS Games. AIIDE Workshops Zuozhi Yang, Santiago Ontañón
2020	A*	`conf`	Big Bird: Transformers for Longer Sequences. NeurIPS Manzil Zaheer, Guru Guruganesh, Kumar Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontañón, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed
2020	J	`jnl`	Big Bird: Transformers for Longer Sequences. CoRR Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontañón, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed
2020	C	`conf`	Discovering Meaningful Labelings for RTS Game Replays via Replay Embeddings. CoG Pavan Kantharaju, Santiago Ontañón
2020	J	`jnl`	ETC: Encoding Long and Structured Data in Transformers. CoRR Joshua Ainslie, Santiago Ontañón, Chris Alberti, Philip Pham, Anirudh Ravula, Sumit Sanghai
2020	—	`conf`	ETC: Encoding Long and Structured Inputs in Transformers. EMNLP (1) Joshua Ainslie, Santiago Ontañón, Chris Alberti, Vaclav Cvicek, Zachary Fisher, Philip Pham, Anirudh Ravula, Sumit Sanghai, Qifan Wang, Li Yang
2020	C	`conf`	Player Modeling via Multi-Armed Bandits. FDG Robert C. Gray, Jichen Zhu, Danielle Arigo, Evan M. Forman, Santiago Ontañón
2020	C	`conf`	Player-Centered AI for Automatic Game Personalization: Open Problems. FDG Jichen Zhu, Santiago Ontañón
2020	C	`conf`	Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits. CoG Robert C. Gray, Jichen Zhu, Santiago Ontañón
2020	Misc	`conf`	Spatially Aligned Clustering of Driving Simulator Data. FLAIRS David Grethlein, Santiago Ontañón
2020	J	`jnl`	Understanding Learners' Problem-Solving Strategies in Concurrent and Parallel Programming: A Game-Based Approach. CoRR Jichen Zhu, Katelyn Alderfer, Brian K. Smith, Bruce W. Char, Santiago Ontañón
2019	J	`jnl`	Comparing Observation and Action Representations for Deep Reinforcement Learning in MicroRTS. CoRR Shengyi Huang, Santiago Ontañón
2019	C	`conf`	Experience Management in Multi-player Games. CoG Jichen Zhu, Santiago Ontañón
2019	J	`jnl`	Experience Management in Multi-player Games. CoRR Jichen Zhu, Santiago Ontañón
2019	—	`conf`	Extracting CCGs for Plan Recognition in RTS Games. KEG@AAAI Pavan Kantharaju, Santiago Ontañón, Christopher W. Geib
2019	—	`conf`	Extracting Policies from Replays to Improve MCTS in Real Time Strategy Games. KEG@AAAI Zuozhi Yang, Santiago Ontañón
2019	—	`conf`	Guiding Monte Carlo Tree Search by Scripts in Real-Time Strategy Games. AIIDE Zuozhi Yang, Santiago Ontañón
2019	A	`conf`	Modeling Behavior Patterns with an Unfamiliar Voice User Interface. UMAP Chelsea M. Myers, David Grethlein, Anushay Furqan, Santiago Ontañón, Jichen Zhu
2019	—	`conf`	Playable Experiences at the 15th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AIIDE Rook Liu, Claire Christopher, Chris Martens, Santiago Ontañón, Piotr Mirowski, Kory W. Mathewson, Thomas Winters, Shaun Farrugia
2019	C	`conf`	Programming in game space: how to represent parallel programming concepts in an educational game. FDG Jichen Zhu, Katelyn Alderfer, Anushay Furqan, Jessica Nebolsky, Bruce W. Char, Brian K. Smith, Jennifer Villareale, Santiago Ontañón
2019	—	`ch.`	RTS AI Problems and Techniques. Encyclopedia of Computer Graphics and Games Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss
2019	C	`conf`	Scaling up CCG-Based Plan Recognition via Monte-Carlo Tree Search. CoG Pavan Kantharaju, Santiago Ontañón, Christopher W. Geib
2019	—	`ch.`	StarCraft Bots and Competitions. Encyclopedia of Computer Graphics and Games David Churchill, Mike Preuss, Florian Richoux, Gabriel Synnaeve, Alberto Uriarte, Santiago Ontañón, Michal Certický
2019	J	`jnl`	Tracing Player Knowledge in a Parallel Programming Educational Game. CoRR Pavan Kantharaju, Katelyn Bright Alderfer, Jichen Zhu, Bruce W. Char, Brian K. Smith, Santiago Ontañón
2018	—	`conf`	A User Study on Learning from Human Demonstration. AIIDE Brandon Packard, Santiago Ontañón
2018	—	`conf`	Autonomous Swarm Agents Using Case-Based Reasoning. SGAI Conf. Daniel O'Connor, Stelios Kapetanakis, Georgios Samakovitis, Michael W. Floyd, Santiago Ontañón, Miltos Petridis
2018	J	`jnl`	Combat Models for RTS Games. IEEE Trans. Games Alberto Uriarte, Santiago Ontañón
2018	Misc	`conf`	Learning Behavior from Limited Demonstrations in the Context of Games. FLAIRS Brandon Packard, Santiago Ontañón
2018	—	`conf`	Learning Map-Independent Evaluation Functions for Real-Time Strategy Games. CIG Zuozhi Yang, Santiago Ontañón
2018	A	`conf`	Lessons Learned From an Interactive Educational Computer Game About Concurrent Programming: (Abstract Only). SIGCSE Katelyn Bright Alderfer, Brian K. Smith, Santiago Ontañón, Bruce W. Char, Jessica Nebolsky, Jichen Zhu, Anushay Furqan, Evan Freed, Justin H. Patterson, Josep Valls-Vargas
2018	Misc	`conf`	Machine Learning from Observation to Detect Abnormal Driving Behavior in Humans. FLAIRS Josiah Wong, Lauren Hastings, Kevin Negy, Avelino J. Gonzalez, Santiago Ontañón, Yi-Ching Lee
2018	—	`conf`	Predictive Modeling with Vehicle Sensor Data and IoT for Injury Prevention. CIC Christopher C. Yang, Ou Stella Liang, Santiago Ontañón, Weimao Ke, Helen Loeb, Charlie Klauer
2018	J	`jnl`	Refinement operators for directed labeled graphs with applications to instance-based learning. Knowl. Based Syst. Santiago Ontañón, Ali Shokoufandeh
2018	—	`conf`	SHRDLU: A Game Prototype Inspired by Winograd's Natural Language Understanding Work. AIIDE Santiago Ontañón
2018	J	`jnl`	The 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AI Mag. Brian Magerko, Julio César Bahamón, Michael Buro, Rossana Damiano, Jo Mazeika, Santiago Ontañón, Justus Robertson, James Ryan, Kristin Siu
2018	J	`jnl`	The First microRTS Artificial Intelligence Competition. AI Mag. Santiago Ontañón, Nicolas A. Barriga, Cleyton R. Silva, Rubens O. Moraes, Levi H. S. Lelis
2018	—	`conf`	Tracing Player Knowledge in a Parallel Programming Educational Game. AIIDE Pavan Kantharaju, Katelyn Bright Alderfer, Jichen Zhu, Bruce W. Char, Brian K. Smith, Santiago Ontañón
2018	—	`conf`	μCCG, a CCG-based Game-Playing Agent for μRTS. CIG Pavan Kantharaju, Santiago Ontañón, Christopher W. Geib
2017	—	`conf`	Bridging the Gap Between Computational Narrative and Natural Language Processing. AAAI Workshops Santiago Ontañón, Josep Valls-Vargas, Jichen Zhu
2017	J	`jnl`	Combinatorial Multi-armed Bandits for Real-Time Strategy Games. CoRR Santiago Ontañón
2017	J	`jnl`	Combinatorial Multi-armed Bandits for Real-Time Strategy Games. J. Artif. Intell. Res. Santiago Ontañón
2017	—	`conf`	Designing Visual Metaphors for an Educational Game for Parallel Programming. CHI Extended Abstracts Santiago Ontañón, Jichen Zhu, Brian K. Smith, Bruce W. Char, Evan Freed, Anushay Furqan, Michael Howard, Anna Nguyen, Justin H. Patterson, Josep Valls-Vargas
2017	J	`jnl`	Error Analysis in an Automated Narrative Information Extraction Pipeline. IEEE Trans. Comput. Intell. AI Games Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2017	Misc	`conf`	Feature Selection for Learning from Demonstration in Minecraft. FLAIRS Brandon Packard, Santiago Ontañón
2017	C	`conf`	From computational narrative analysis to generation: a preliminary review. FDG Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2017	C	`conf`	Graph grammar-based controllable generation of puzzles for a learning game about parallel programming. FDG Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2017	J	`jnl`	Learning to Generate Video Game Maps Using Markov Models. IEEE Trans. Comput. Intell. AI Games Sam Snodgrass, Santiago Ontañón
2017	—	`conf`	Learning to Predict Driver Behavior from Observation. AAAI Spring Symposia Santiago Ontañón, Yi-Ching Lee, Sam Snodgrass, Flaura K. Winston, Avelino J. Gonzalez
2017	—	`conf`	Leveraging Multi-Layer Level Representations for Puzzle-Platformer Level Generation. AIIDE Workshops Sam Snodgrass, Santiago Ontañón
2017	A*	`conf`	Player Movement Models for Video Game Level Generation. IJCAI Sam Snodgrass, Santiago Ontañón
2017	—	`conf`	Policies for Active Learning from Demonstration. AAAI Spring Symposia Brandon Packard, Santiago Ontañón
2017	—	`conf`	Procedural level generation using multi-layer level representations with MdMCs. CIG Sam Snodgrass, Santiago Ontañón
2017	J	`jnl`	Reports on the 2017 AAAI Spring Symposium Series. AI Mag. Jeannette Bohg, Xavier Boix, Nancy Chang, Elizabeth F. Churchill, Vivian Chu, Fei Fang, Jerome Feldman, Avelino J. Gonzalez, Takashi Kido, William F. Lawless, José L. Montaña, Santiago Ontañón, Jivko Sinapov, Donald A. Sofge, Luc Steels, Molly Wright Steenson, Keiki Takadama, Amulya Yadav
2017	—	`conf`	Single Believe State Generation for Handling Partial Observability with MCTS in StarCraft. AIIDE Workshops Alberto Uriarte, Santiago Ontañón
2017	—	`conf`	Single believe state generation for partially observable real-time strategy games. CIG Alberto Uriarte, Santiago Ontañón
2017	J	`jnl`	Structural plan similarity based on refinements in the space of partial plans. Comput. Intell. Antonio A. Sánchez-Ruiz, Santiago Ontañón
2017	—	`conf`	Studying the Effects of Training Data on Machine Learning-Based Procedural Content Generation. AIIDE Sam Snodgrass, Adam Summerville, Santiago Ontañón
2017	—	`conf`	Towards Automatically Extracting Story Graphs from Natural Language Stories. AAAI Workshops Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2017	—	`conf`	Towards End-to-End Natural Language Story Generation Systems. AIIDE Workshops Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2017	C	`conf`	Understanding mario: an evaluation of design metrics for platformers. FDG Adam Summerville, Julian R. H. Mariño, Sam Snodgrass, Santiago Ontañón, Levi H. S. Lelis
2016	—	`conf`	An Approach to Domain Transfer in Procedural Content Generation of Two-Dimensional Videogame Levels. AIIDE Sam Snodgrass, Santiago Ontañón
2016	J	`jnl`	Behavioral Modeling Based on Probabilistic Finite Automata: An Empirical Study. Sensors Cristina Tîrnauca, José L. Montaña, Santiago Ontañón, Avelino J. Gonzalez, Luis M. Pardo
2016	J	`jnl`	Combat Models for RTS Games. CoRR Alberto Uriarte, Santiago Ontañón
2016	A*	`conf`	Controllable Procedural Content Generation via Constrained Multi-Dimensional Markov Chain Sampling. IJCAI Sam Snodgrass, Santiago Ontañón
2016	B	`conf`	Efficient approximation of labeling problems with applications to immune repertoire analysis. ICPR Yusuf Osmanlioglu, Santiago Ontañón, Uri Hershberg, Ali Shokoufandeh
2016	J	`jnl`	Guest Editorial Real-Time Strategy Games. IEEE Trans. Comput. Intell. AI Games Michael Buro, Santiago Ontañón, Mike Preuss
2016	—	`conf`	Improving Monte Carlo Tree Search Policies in StarCraft via Probabilistic Models Learned from Replay Data. AIIDE Alberto Uriarte, Santiago Ontañón
2016	—	`conf`	Informed Monte Carlo Tree Search for Real-Time Strategy games. CIG Santiago Ontañón
2016	J	`jnl`	Measuring similarity of individuals in description logics over the refinement space of conjunctive queries. J. Intell. Inf. Syst. Antonio A. Sánchez-Ruiz, Santiago Ontañón, Pedro A. González-Calero, Enric Plaza
2016	—	`conf`	Predicting Proppian Narrative Functions from Stories in Natural Language. AIIDE Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2016	J	`jnl`	RHOG: A Refinement-Operator Library for Directed Labeled Graphs. CoRR Santiago Ontañón
2016	C	`conf`	Refinement-Based Similarity Measures for Directed Labeled Graphs. ICCBR Santiago Ontañón, Ali Shokoufandeh
2016	J	`jnl`	The AIIDE 2015 Workshop Program. AI Mag. Camille Barot, Michael Buro, Michael Cook, Mirjam Palosaari Eladhari, Boyang Li, Antonios Liapis, Magnus Johansson, Josh McCoy, Santiago Ontañón, Jonathan P. Rowe, Emmett Tomai, Harko Verhagen, Alexander Zook
2016	J	`jnl`	Using a novel clumpiness measure to unite data with metadata: Finding common sequence patterns in immune receptor germline V genes. Pattern Recognit. Lett. Gregory W. Schwartz, Ali Shokoufandeh, Santiago Ontañón, Uri Hershberg
2015	—	`conf`	A Hierarchical MdMC Approach to 2D Video Game Map Generation. AIIDE Sam Snodgrass, Santiago Ontañón
2015	J	`jnl`	A semantic network-based evolutionary algorithm for computational creativity. Evol. Intell. Atilim Günes Baydin, Ramón López de Mántaras, Santiago Ontañón
2015	A*	`conf`	Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games. IJCAI Santiago Ontañón, Michael Buro
2015	C	`conf`	Argument-Based Case Revision in CBR for Story Generation. ICCBR Santiago Ontañón, Enric Plaza, Jichen Zhu
2015	—	`conf`	Automatic Learning of Combat Models for RTS Games. AIIDE Alberto Uriarte, Santiago Ontañón
2015	J	`jnl`	Coordinated inductive learning using argumentation-based communication. Auton. Agents Multi Agent Syst. Santiago Ontañón, Enric Plaza
2015	—	`conf`	Exploring Player Trace Segmentation for Dynamic Play Style Prediction. AIIDE Josep Valls-Vargas, Santiago Ontañón, Jichen Zhu
2015	C	`conf`	Learning Behavior form Demonstration in Minecraft via Symbolic Similarity Measures. FDG Brandon Packard, Santiago Ontañón
2015	A*	`conf`	Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops. IJCAI Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2015	J	`jnl`	Refinement-based disintegration: An approach to re-representation in relational learning. AI Commun. Santiago Ontañón, Enric Plaza
2015	J	`jnl`	Reports of the Workshops Held at the Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AI Mag. Tiffany Barnes, Oliver Bown, Michael Buro, Michael Cook, Arne Eigenfeldt, Héctor Muñoz-Avila, Santiago Ontañón, Philippe Pasquier, Noriko Tomuro, Robert Michael Young, Alexander Zook
2015	J	`jnl`	Speeding up operations on feature terms using constraint programming and variable symmetry. Artif. Intell. Santiago Ontañón, Pedro Meseguer
2015	—	`conf`	Teaching a Virtual Robot to Perform Tasks by Learning from Observation. UCAmI Cristina Tîrnauca, José L. Montaña, Carlos Ortiz-Sobremazas, Santiago Ontañón, Avelino J. Gonzalez
2014	J	`jnl`	A Dynamic-Bayesian Network framework for modeling and evaluating learning from observation. Expert Syst. Appl. Santiago Ontañón, José L. Montaña, Avelino J. Gonzalez
2014	—	`conf`	A Hierarchical Approach to Generating Maps Using Markov Chains. AIIDE Sam Snodgrass, Santiago Ontañón
2014	J	`jnl`	A semantic network-based evolutionary algorithm for modeling memetic evolution and creativity. CoRR Atilim Günes Baydin, Ramón López de Mántaras, Santiago Ontañón
2014	C	`conf`	Case-Based Prediction of Teen Driver Behavior and Skill. ICCBR Santiago Ontañón, Yi-Ching Lee, Sam Snodgrass, Dana Bonfiglio, Flaura K. Winston, Catherine McDonald, Avelino J. Gonzalez
2014	C	`conf`	Experiments in map generation using Markov chains. FDG Sam Snodgrass, Santiago Ontañón
2014	—	`conf`	Game-Tree Search over High-Level Game States in RTS Games. AIIDE Alberto Uriarte, Santiago Ontañón
2014	C	`conf`	Least Common Subsumer Trees for Plan Retrieval. ICCBR Antonio A. Sánchez-Ruiz, Santiago Ontañón
2014	J	`jnl`	Shall I Compare Thee to Another Story? - An Empirical Study of Analogy-Based Story Generation. IEEE Trans. Comput. Intell. AI Games Jichen Zhu, Santiago Ontañón
2014	—	`conf`	Toward Automatic Role Identification in Unannotated Folk Tales. AIIDE Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón
2014	—	`conf`	Walling in Strategy Games via Constraint Optimization. AIIDE Florian Richoux, Alberto Uriarte, Santiago Ontañón
2013	Misc	`conf`	A Comparison of Case Acquisition Strategies for Learning from Observations of State-Based Experts. FLAIRS Santiago Ontañón, Michael W. Floyd
2013	—	`conf`	A Dynamic Bayesian Network Framework for Learning from Observation. CAEPIA Santiago Ontañón, José Luis Montaña, Avelino J. Gonzalez
2013	J	`jnl`	A Survey of Real-Time Strategy Game AI Research and Competition in StarCraft. IEEE Trans. Comput. Intell. AI Games Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss
2013	—	`conf`	An Approach to Re-Representation in Relational Learning. CCIA Santiago Ontañón, Enric Plaza
2013	C	`ed.`	Case-Based Reasoning Research and Development - 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013. Proceedings ICCBR Sarah Jane Delany, Santiago Ontañón
2013	—	`conf`	Evaluating Analogy-Based Story Generation: An Empirical Study. AIIDE Jichen Zhu, Santiago Ontañón
2013	—	`conf`	PSMAGE: Balanced map generation for StarCraft. CIG Alberto Uriarte, Santiago Ontañón
2013	C	`conf`	Refinement-Based Similarity Measure over DL Conjunctive Queries. ICCBR Antonio A. Sánchez-Ruiz-Granados, Santiago Ontañón, Pedro A. González-Calero, Enric Plaza
2013	J	`jnl`	Report on the 21st International Conference on Case-Based Reasoning. AI Mag. Santiago Ontañón, Sarah Jane Delany, William E. Cheetham
2013	Misc	`conf`	Special Track on Case-Based Reasoning. FLAIRS Michael W. Floyd, Santiago Ontañón
2013	—	`conf`	The Combinatorial Multi-Armed Bandit Problem and Its Application to Real-Time Strategy Games. AIIDE Santiago Ontañón
2013	—	`conf`	Toward Character Role Assignment for Natural Language Stories. Intelligent Narrative Technologies Josep Valls-Vargas, Santiago Ontañón, Jichen Zhu
2013	—	`conf`	Towards story-based content generation: From plot-points to maps. CIG Josep Valls-Vargas, Santiago Ontañón, Jichen Zhu
2012	C	`conf`	A Case-Based Approach to Mutual Adaptation of Taxonomic Ontologies. ICCBR Sergio Manzano, Santiago Ontañón, Enric Plaza
2012	J	`jnl`	A defeasible reasoning model of inductive concept learning from examples and communication. Artif. Intell. Santiago Ontañón, Pilar Dellunde, Lluís Godo, Enric Plaza
2012	J	`jnl`	An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration. ACM Trans. Intell. Syst. Technol. Xiaoqin Zhang, Bhavesh Shrestha, Sung Wook Yoon, Subbarao Kambhampati, Phillip DiBona, Jinhong K. Guo, Daniel McFarlane, Martin O. Hofmann, Kenneth R. Whitebread, Darren Scott Appling, Elizabeth T. Whitaker, Ethan Trewhitt, Li Ding, James Michaelis, Deborah L. McGuinness, James A. Hendler, Janardhan Rao Doppa, Charles Parker, Thomas G. Dietterich, Prasad Tadepalli, Weng-Keen Wong, Derek T. Green, Antons Rebguns, Diana F. Spears, Ugur Kuter, Geoffrey Levine, Gerald DeJong, Reid MacTavish, Santiago Ontañón, Jainarayan Radhakrishnan, Ashwin Ram, Hala Mostafa, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Victor R. Lesser, Zhexuan Song
2012	J	`jnl`	Automated Generation of Cross-Domain Analogies via Evolutionary Computation CoRR Atilim Günes Baydin, Ramón López de Mántaras, Santiago Ontañón
2012	C	`conf`	Automated Generation of Cross-Domain Analogies via Evolutionary Computation. ICCC Atilim Günes Baydin, Ramón López de Mántaras, Santiago Ontañón
2012	Misc	`conf`	Case Acquisition Strategies for Case-Based Reasoning in Real-Time Strategy Games. FLAIRS Santiago Ontañón
2012	J	`jnl`	Experiments with Game Tree Search in Real-Time Strategy Games CoRR Santiago Ontañón
2012	A	`conf`	Feature Term Subsumption Using Constraint Programming with Basic Variable Symmetry. CP Santiago Ontañón, Pedro Meseguer
2012	C	`conf`	GENA: A Case-Based Approach to the Generation of Audio-Visual Narratives. ICCBR Santiago Ontañón, Josep Lluís Arcos, Josep Puyol-Gruart, Eusebio Carasusán, Daniel Farré Giribet, David de la Cruz, Ismel Brito, Carlos Lopez del Toro
2012	C	`conf`	Natural Language Generation through Case-Based Text Modification. ICCBR Josep Valls-Vargas, Santiago Ontañón
2012	C	`conf`	On Knowledge Transfer in Case-Based Inference. ICCBR Santiago Ontañón, Enric Plaza
2012	J	`jnl`	Similarity measures over refinement graphs. Mach. Learn. Santiago Ontañón, Enric Plaza
2012	Misc	`conf`	Toward a Knowledge Transfer Model of Case-Based Inference. FLAIRS Santiago Ontañón, Enric Plaza
2011	C	`conf`	A Case-Based Approach to Open-Ended Collective Agreement with Rational Ignorance. ICCBR Sergio Manzano, Santiago Ontañón, Enric Plaza
2011	C	`conf`	Amalgam-Based Reuse for Multiagent Case-Based Reasoning. ICCBR Sergio Manzano, Santiago Ontañón, Enric Plaza
2011	J	`jnl`	An argumentation framework for learning, information exchange, and joint-deliberation in multi-agent systems. Multiagent Grid Syst. Santiago Ontañón, Enric Plaza
2011	B	`conf`	Efficient Operations in Feature Terms Using Constraint Programming. ILP Santiago Ontañón, Pedro Meseguer
2011	Misc	`conf`	Learning Opponent Strategies through First Order Induction. FLAIRS Katie Long Genter, Santiago Ontañón, Ashwin Ram
2011	C	`conf`	Measuring Similarity in Description Logics Using Refinement Operators. ICCBR Antonio A. Sánchez-Ruiz-Granados, Santiago Ontañón, Pedro A. González-Calero, Enric Plaza
2011	A*	`conf`	On the Role of Domain Knowledge in Analogy-Based Story Generation. IJCAI Santiago Ontañón, Jichen Zhu
2011	C	`conf`	Representing game characters' inner worlds through narrative perspectives. FDG Jichen Zhu, Santiago Ontañón, Brad Lewter
2011	—	`conf`	The SAM Algorithm for Analogy-Based Story Generation. AIIDE Santiago Ontañón, Jichen Zhu
2011	B	`conf`	Towards a computational model of character status in interactive storytelling. Creativity & Cognition Jichen Zhu, Kenneth E. Ingraham, J. Michael Moshell, Santiago Ontañón
2011	—	`conf`	Why Can't a Virtual Character Be More Like a Human: A Mixed-Initiative Approach to Believable Agents. HCI (14) Jichen Zhu, J. Michael Moshell, Santiago Ontañón, Elena Erbiceanu, Charles E. Hughes
2010	B	`conf`	A Software Framework for Multi Player Robot Games. ICSR Søren Tranberg Hansen, Santiago Ontañón
2010	C	`conf`	Amalgams: A Formal Approach for Combining Multiple Case Solutions. ICCBR Santiago Ontañón, Enric Plaza
2010	—	`conf`	Argumentation-based Example Interchange for Multiagent Induction. CCIA Santiago Ontañón, Enric Plaza
2010	B	`conf`	Concept Convergence in Empirical Domains. Discovery Science Santiago Ontañón, Enric Plaza
2010	J	`jnl`	Drama Management and Player Modeling for Interactive Fiction Games. Comput. Intell. Manu Sharma, Santiago Ontañón, Manish Mehta, Ashwin Ram
2010	—	`conf`	Empirical Argumentation: Integrating Induction and Argumentation in MAS. ArgMAS Santiago Ontañón, Enric Plaza
2010	A*	`conf`	Multiagent Inductive Learning: an Argumentation-based Approach. ICML Santiago Ontañón, Enric Plaza
2010	—	`conf`	Story and Text Generation through Computational Analogy in the Riu System. AIIDE Santiago Ontañón, Jichen Zhu
2010	—	`conf`	Story representation in analogy-based story generation in Riu. CIG Jichen Zhu, Santiago Ontañón
2010	C	`conf`	Textual vs. Graphical Interaction in an Interactive Fiction Game. ICIDS Manish Mehta, Andrea Corradini, Santiago Ontañón, Peter Juel Henrichsen
2010	C	`conf`	Towards Analogy-Based Story Generation. ICCC Jichen Zhu, Santiago Ontañón
2010	A	`conf`	Towards Argumentation-based Multiagent Induction. ECAI Santiago Ontañón, Enric Plaza
2010	—	`conf`	Towards a Logical Model of Induction from Examples and Communication. CCIA Santiago Ontañón, Pilar Dellunde, Lluís Godo, Enric Plaza
2009	C	`conf`	An Ensemble Learning and Problem Solving Architecture for Airspace Management. IAAI Xiaoqin Zhang, Sung Wook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek T. Green, Jinhong K. Guo, Ugur Kuter, Geoffrey Levine, Reid MacTavish, Daniel McFarlane, James Michaelis, Hala Mostafa, Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Antons Rebguns, Bhavesh Shrestha, Zhexuan Song, Ethan Trewhitt, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor R. Lesser, Deborah L. McGuinness, Ashwin Ram, Diana F. Spears, Prasad Tadepalli, Elizabeth T. Whitaker, Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth R. Whitebread
2009	—	`conf`	Argumentation-based Distributed Induction. WAT Santiago Ontañón, Enric Plaza
2009	C	`conf`	Evaluation of a Drama Manager Agent for an Interactive Story-Based Game. ICIDS Andrea Corradini, Manish Mehta, Santiago Ontañón
2009	A*	`conf`	Goal-Driven Learning in the GILA Integrated Intelligence Architecture. IJCAI Jainarayan Radhakrishnan, Santiago Ontañón, Ashwin Ram
2009	C	`conf`	On Similarity Measures Based on a Refinement Lattice. ICCBR Santiago Ontañón, Enric Plaza
2009	Misc	`conf`	Special Track on Case-Based Reasoning. FLAIRS Ian Watson, Santiago Ontañón
2009	C	`conf`	Using Meta-reasoning to Improve the Performance of Case-Based Planning. ICCBR Manish Mehta, Santiago Ontañón, Ashwin Ram
2008	—	`conf`	An Intelligent IDE for Behavior Authoring in Real-Time Strategy Games. AIIDE Suhas Virmani, Yatin Kanetkar, Manish Mehta, Santiago Ontañón, Ashwin Ram
2008	—	`conf`	Argumentation-Based Information Exchange in Prediction Markets. ArgMAS Santiago Ontañón, Enric Plaza
2008	C	`conf`	Developing a Drama Management Architecture for Interactive Fiction Games. ICIDS Santiago Ontañón, Abhishek Jain, Manish Mehta, Ashwin Ram
2008	—	`ch.`	Learning from Demonstration and Case-Based Planning for Real-Time Strategy Games. Soft Computing Applications in Industry Santiago Ontañón, Kinshuk Mishra, Neha Sugandh, Ashwin Ram
2008	—	`conf`	Learning, Information Exchange, and Joint-Deliberation through Argumentation in Multi-agent Systems. OTM Workshops Santiago Ontañón, Enric Plaza
2008	A*	`conf`	On-Line Case-Based Plan Adaptation for Real-Time Strategy Games. AAAI Neha Sugandh, Santiago Ontañón, Ashwin Ram
2008	—	`conf`	Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games. ECCBR Neha Sugandh, Santiago Ontañón, Ashwin Ram
2008	—	`conf`	Situation Assessment for Plan Retrieval in Real-Time Strategy Games. ECCBR Kinshuk Mishra, Santiago Ontañón, Ashwin Ram
2008	—	`conf`	Stochastic Plan Optimization in Real-Time Strategy Games. AIIDE Andrew Trusty, Santiago Ontañón, Ashwin Ram
2007	Misc	`conf`	An Argumentation Based Approach to Multi-Agent Learning. FLAIRS Santiago Ontañón, Enric Plaza
2007	—	`conf`	An Argumentation-Based Framework for Deliberation in Multi-agent Systems. ArgMAS Santiago Ontañón, Enric Plaza
2007	Misc	`conf`	Artificial Intelligence for Adaptive Computer Games. FLAIRS Ashwin Ram, Santiago Ontañón, Manish Mehta
2007	C	`conf`	Case-Based Planning and Execution for Real-Time Strategy Games. ICCBR Santiago Ontañón, Kinshuk Mishra, Neha Sugandh, Ashwin Ram
2007	A*	`conf`	Case-based Learning from Proactive Communication. IJCAI Santiago Ontañón, Enric Plaza
2007	—	`conf`	Drama Management Evaluation for Interactive Fiction Games. AAAI Fall Symposium: Intelligent Narrative Technologies Manu Sharma, Santiago Ontañón, Manish Mehta, Ashwin Ram
2007	—	`conf`	Driving Interactive Drama Research through Building Complete Systems. AAAI Fall Symposium: Intelligent Narrative Technologies Manish Mehta, Santiago Ontañón, Ashwin Ram
2007	A	`conf`	Learning and joint deliberation through argumentation in multiagent systems. AAMAS Santiago Ontañón, Enric Plaza
2007	Misc	`conf`	Towards Player Preference Modeling for Drama Management in Interactive Stories. FLAIRS Manu Sharma, Santiago Ontañón, Christina R. Strong, Manish Mehta, Ashwin Ram
2006	—	`conf`	Arguments and Counterexamples in Case-Based Joint Deliberation. ArgMAS Santiago Ontañón, Enric Plaza
2006	J	`jnl`	Learning collaboration strategies for committees of learning agents. Auton. Agents Multi Agent Syst. Enric Plaza, Santiago Ontañón
2005	—	`conf`	Classification Algorithms for Biomedical Volume Datasets. CAEPIA Jesús Cerquides, Maite López-Sánchez, Santiago Ontañón, Eloi Puertas, Anna Puig, Oriol Pujol, Dani Tost
2005	A*	`conf`	Recycling data for multi-agent learning. ICML Santiago Ontañón, Enric Plaza
2005	J	`jnl`	The Explanatory Power of Symbolic Similarity in Case-Based Reasoning. Artif. Intell. Rev. Enric Plaza, Eva Armengol, Santiago Ontañón
2004	—	`conf`	Justification-Based Case Retention. ECCBR Santiago Ontañón, Enric Plaza
2004	—	`conf`	Justification-Based Selection of Training Examples for Case Base Reduction. ECML Santiago Ontañón, Enric Plaza
2003	C	`conf`	Collaborative Case Retention Strategies for CBR Agents. ICCBR Santiago Ontañón, Enric Plaza
2003	A*	`conf`	Justification-based Multiagent Learning. ICML Santiago Ontañón, Enric Plaza
2003	A	`conf`	Learning to form dynamic committees. AAMAS Santiago Ontañón, Enric Plaza
2002	A	`conf`	A bartering approach to improve multiagent learning. AAMAS Santiago Ontañón, Enric Plaza
2002	—	`conf`	Case Exchange Strategies in Multiagent Learning. ECML Santiago Ontañón, Enric Plaza
2002	—	`conf`	Cooperative Case Bartering for Case-Based Reasoning Agents. CCIA Santiago Ontañón, Enric Plaza
2002	—	`conf`	Cooperative Multiagent Learning. Adaptive Agents and Multi-Agents Systems Enric Plaza, Santiago Ontañón
2001	C	`conf`	Ensemble Case-Based Reasoning: Collaboration Policies for Multiagent Cooperative CBR. ICCBR Enric Plaza, Santiago Ontañón
2001	—	`conf`	Learning When to Collaborate among Learning Agents. ECML Santiago Ontañón, Enric Plaza