Murray Campbell

91 papers A* 14A 3C 2Journal 49Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Language Models Coupled with Metacognition Can Outperform Reasoning Models. CoRR Vedant Khandelwal, Francesca Rossi, Keerthiram Murugesan, Erik Miehling, Murray Campbell, Karthikeyan Natesan Ramamurthy, Lior Horesh
2025	—	`conf`	Position: Theory of Mind Benchmarks are Broken for Large Language Models. ICML (Position Papers) Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, Murray Campbell
2025	J	`jnl`	The Effectiveness of Approximate Regularized Replay for Efficient Supervised Fine-Tuning of Large Language Models. CoRR Matthew Riemer, Erik Miehling, Miao Liu, Djallel Bouneffouf, Murray Campbell
2024	J	`jnl`	Can Large Language Models Adapt to Other Agents In-Context? CoRR Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, Murray Campbell
2024	—	`conf`	EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning. EACL (1) Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger
2024	J	`jnl`	EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning. CoRR Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger
2024	A*	`conf`	On the generalization capacity of neural networks during generic multimodal reasoning. ICLR Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell
2024	J	`jnl`	On the generalization capacity of neural networks during generic multimodal reasoning. CoRR Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell
2024	J	`jnl`	Quantifying artificial intelligence through algebraic generalization. CoRR Takuya Ito, Murray Campbell, Lior Horesh, Tim Klinger, Parikshit Ram
2024	J	`jnl`	The Importance of Positional Encoding Initialization in Transformers for Relational Reasoning. CoRR Takuya Ito, Luca Cocchi, Tim Klinger, Parikshit Ram, Murray Campbell, Luke J. Hearne
2023	—	`conf`	JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. ACL (Findings) Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
2022	J	`jnl`	AI Planning Annotation for Sample Efficient Reinforcement Learning. CoRR Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro
2022	C	`conf`	Combining Fast and Slow Thinking for Human-like and Efficient Decisions in Constrained Environments. NeSy Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jonathan Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, K. Brent Venable
2022	J	`jnl`	Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments. CoRR Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, K. Brent Venable
2022	J	`jnl`	JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. CoRR Mo Yu, Xiaoxiao Guo, Yufei Feng, Yi Gu, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
2022	—	`conf`	Overcoming Catastrophic Forgetting via Direction-Constrained Optimization. ECML/PKDD (1) Yunfei Teng, Anna Choromanska, Murray Campbell, Songtao Lu, Parikshit Ram, Lior Horesh
2022	—	`conf`	Thinking Fast and Slow in AI: The Role of Metacognition. LOD (2) Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable
2021	A*	`conf`	Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning. AAAI Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel
2021	—	`conf`	Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments. TFSOCTAI@AAAI Fall Symposium Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jonathan Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, K. Brent Venable
2021	A*	`conf`	Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction. CHI Zahra Ashktorab, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell
2021	—	`conf`	Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations. ACL/IJCNLP (2) Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
2021	A*	`conf`	Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract). IJCAI Katy Ilonka Gero, Zahra Ashktorab, Casey Dugan, Qian Pan, James Johnson, Werner Geyer, Maria Ruiz, Sarah Miller, David R. Millen, Murray Campbell, Sadhana Kumaravel, Wei Zhang
2021	A*	`conf`	Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. AAAI Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
2021	J	`jnl`	Thinking Fast and Slow in AI: the Role of Metacognition. CoRR Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, K. Brent Venable
2021	—	`conf`	extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. Canadian AI Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
2020	J	`jnl`	A Study of Compositional Generalization in Neural Models. CoRR Tim Klinger, Dhaval Adjodah, Vincent Marois, Josh Joseph, Matthew Riemer, Alex 'Sandy' Pentland, Murray Campbell
2020	J	`jnl`	Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning. CoRR Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel
2020	J	`jnl`	Continual learning with direction-constrained optimization. CoRR Yunfei Teng, Anna Choromanska, Murray Campbell
2020	J	`jnl`	Deriving Commonsense Inference Tasks from Interactive Fictions. CoRR Mo Yu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell
2020	J	`jnl`	Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes. Proc. ACM Hum. Comput. Interact. Zahra Ashktorab, Q. Vera Liao, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell
2020	—	`conf`	Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. EMNLP (1) Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang
2020	J	`jnl`	Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. CoRR Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang
2020	A	`conf`	Learning Hierarchical Teaching Policies for Cooperative Agents. AAMAS Dong-Ki Kim, Miao Liu, Shayegan Omidshafiei, Sebastian Lopez-Cot, Matthew Riemer, Golnaz Habibi, Gerald Tesauro, Sami Mourad, Murray Campbell, Jonathan P. How
2020	J	`jnl`	Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. CoRR Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
2020	A*	`conf`	Mental Models of AI Agents in a Cooperative Game Setting. CHI Katy Ilonka Gero, Zahra Ashktorab, Casey Dugan, Qian Pan, James Johnson, Werner Geyer, Maria Ruiz, Sarah Miller, David R. Millen, Murray Campbell, Sadhana Kumaravel, Wei Zhang
2020	J	`jnl`	Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. CoRR Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
2019	A*	`conf`	Hybrid Reinforcement Learning with Expert State Sequences. AAAI Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell
2019	J	`jnl`	Hybrid Reinforcement Learning with Expert State Sequences. CoRR Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell
2019	J	`jnl`	Learning Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning. CoRR Dong-Ki Kim, Miao Liu, Shayegan Omidshafiei, Sebastian Lopez-Cot, Matthew Riemer, Golnaz Habibi, Gerald Tesauro, Sami Mourad, Murray Campbell, Jonathan P. How
2019	A*	`conf`	Learning to Teach in Cooperative Multiagent Reinforcement Learning. AAAI Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How
2019	—	`conf`	Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. MRQA@EMNLP Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang
2019	J	`jnl`	Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. CoRR Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang
2019	C	`conf`	TED: Teaching AI to Explain its Decisions. AIES Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
2019	A*	`conf`	Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration. IJCAI Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi
2019	J	`jnl`	Teaching AI agents ethical values using reinforcement learning and policy orchestration. IBM J. Res. Dev. Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi
2019	J	`jnl`	Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning. CoRR Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2018	—	`conf`	Eigenoption Discovery through the Deep Successor Representation. ICLR (Poster) Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
2018	—	`conf`	Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering. ICLR (Poster) Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell
2018	J	`jnl`	Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration. CoRR Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi
2018	J	`jnl`	Learning to Teach in Cooperative Multiagent Reinforcement Learning. CoRR Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How
2018	J	`jnl`	TED: Teaching AI to Explain its Decisions. CoRR Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2018	J	`jnl`	Teaching Meaningful Explanations. CoRR Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2017	J	`jnl`	Eigenoption Discovery through the Deep Successor Representation. CoRR Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
2017	J	`jnl`	Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering. CoRR Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell
2017	—	`conf`	Learning to Query, Reason, and Answer Questions On Ambiguous Texts. ICLR (Poster) Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh
2017	A*	`conf`	Local-to-Global Bayesian Network Structure Learning. ICML Tian Gao, Kshitij P. Fadnis, Murray Campbell
2017	J	`jnl`	The Eigenoption-Critic Framework. CoRR Miao Liu, Marlos C. Machado, Gerald Tesauro, Murray Campbell
2017	A*	`conf`	UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. AAAI Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati
2016	J	`jnl`	Cognitive Assistance in Government and Public Sector Applications. Künstliche Intell. Chuck Howell, Frank Stein, Scott Kordella, Lashon B. Booker, Ed Rockower, Hamid Motahari, Murray Campbell, Jim Spohrer
2016	J	`jnl`	I-athlon: Towards A Multidimensional Turing Test. AI Mag. Sam S. Adams, Guruduth Banavar, Murray Campbell
2016	J	`jnl`	UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. CoRR Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati
2011	J	`jnl`	Information technology for healthcare transformation. IBM J. Res. Dev. Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu
2009	—	`conf`	An Electroacoustically Controlled Vibrating Plate. NIME Mark Kahrs, David Skulina, Stefan Bilbao, Murray Campbell
2009	—	`ch.`	Formal Models and Hybrid Approaches for Efficient Manual Image Annotation and Retrieval. Semantic Mining Technologies for Multimedia Databases Rong Yan, Apostol Natsev, Murray Campbell
2009	J	`jnl`	Hybrid Tagging and Browsing Approaches for Efficient Manual Image Annotation. IEEE Multim. Rong Yan, Apostol Natsev, Murray Campbell
2008	A*	`conf`	A learning-based hybrid tagging and browsing approach for efficient manual image annotation. CVPR Rong Yan, Apostol Natsev, Murray Campbell
2008	J	`jnl`	Event Mining in Multimedia Streams. Proc. IEEE Lexing Xie, Hari Sundaram, Murray Campbell
2008	—	`conf`	Event detection in sensor networks for modern oil fields. DEBS Matthew L. Hill, Murray Campbell, Yuan-Chi Chang, Vijay S. Iyengar
2008	—	`conf`	Multi-query interactive image and video retrieval -: theory and practice. CIVR Rong Yan, Apostol Natsev, Murray Campbell
2007	—	`conf`	An efficient manual image annotation approach based on tagging and browsing. MS Rong Yan, Apostol Natsev, Murray Campbell
2007	—	`conf`	IBM Research TRECVID-2007 Video Retrieval System. TRECVID Murray Campbell, Alexander Haubold, Ming Liu, Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Jun Yang
2006	—	`conf`	IBM Research TRECVID-2006 Video Retrieval System. TRECVID Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie
2005	J	`jnl`	Algorithms for rapid outbreak detection: a research synthesis. J. Biomed. Informatics David L. Buckeridge, Howard S. Burkom, Murray Campbell, William R. Hogan, Andrew W. Moore
2005	—	`conf`	IBM Research TRECVID-2005 Video Retrieval System. TRECVID Arnon Amir, Janne Argillander, Murray Campbell, Alexander Haubold, Giridharan Iyengar, Shahram Ebadollahi, Feng Kang, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Timo Volkmer
2003	A	`conf`	Epi-SPIRE: a system for environmental and public health activity monitoring. ICME Chung-Sheng Li, Charu C. Aggarwal, Murray Campbell, Yuan-Chi Chang, Gregory Glass, Vijay S. Iyengar, Mahesh Joshi, Ching-Yung Lin, Milind R. Naphade, John R. Smith, Belle L. Tseng, Min Wang, Kun-Lung Wu, Philip S. Yu
2002	J	`jnl`	Deep Blue. Artif. Intell. Murray Campbell, A. Joseph Hoane Jr., Feng-Hsiung Hsu
2001	A*	`conf`	Evaluating multiple attribute items using queries. EC Vijay S. Iyengar, Jon Lee, Murray Campbell
1999	J	`jnl`	Knowledge Discovery in Deep Blue. Commun. ACM Murray Campbell
1995	A	`conf`	Deep Blue System Overview. International Conference on Supercomputing Feng-Hsiung Hsu, Murray Campbell, A. Joseph Hoane Jr.
1991	J	`jnl`	Reviews. ICCA J. Murray Campbell
1990	J	`jnl`	Measuring the Performance Potential of Chess Programs. Artif. Intell. Hans J. Berliner, Gordon Goetsch, Murray Campbell, Carl Ebeling
1990	J	`jnl`	Singular Extensions: Adding Selectivity to Brute-Force Searching. Artif. Intell. Thomas S. Anantharaman, Murray Campbell, Feng-Hsiung Hsu
1989	J	`jnl`	The Sixth World Computer-Chess Championship. New Directions in Game-Tree Search. ICCA J. Murray Campbell
1988	J	`jnl`	Report on the 1988 Fredkin Masters Open. ICCA J. Murray Campbell, Feng-Hsiung Hsu, Gordon Goetsch
1988	J	`jnl`	Singular Extensions: Adding Selectivity to Brute-Force Searching. ICCA J. Thomas S. Anantharaman, Murray Campbell, Feng-Hsiung Hsu
1985	—	`conf`	The graph-history interaction: on ignoring position history. ACM Annual Conference Murray Campbell
1984	J	`jnl`	Using Chunking to Solve Chess Pawn Endgames. Artif. Intell. Hans J. Berliner, Murray Campbell
1983	A*	`conf`	A Chess Program That Chunks. AAAI Murray Campbell, Hans J. Berliner
1983	J	`jnl`	A Comparison of Minimax Tree Search Algorithms. Artif. Intell. Murray Campbell, T. Anthony Marsland
1982	J	`jnl`	Parallel Search of Strongly Ordered Game Trees. ACM Comput. Surv. T. Anthony Marsland, Murray Campbell
1981	—	`conf`	A survey of enhancements to the alpha-beta algorithm. ACM Annual Conference T. A. Marsland, Murray Campbell