Campbell, Murray

16 publications

ICML 2025 Position: Theory of Mind Benchmarks Are Broken for Large Language Models Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, Murray Campbell

ICLR 2024 On the Generalization Capacity of Neural Networks During Generic Multimodal Reasoning Takuya Ito, Soham Dan, Mattia Rigotti, James Kozloski, Murray Campbell

ECML-PKDD 2022 Overcoming Catastrophic Forgetting via Direction-Constrained Optimization Yunfei Teng, Anna Choromanska, Murray Campbell, Songtao Lu, Parikshit Ram, Lior Horesh

AAAI 2021 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 Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel

IJCAI 2021 Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract) 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

AAAI 2021 Text-Based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

AAAI 2019 Hybrid Reinforcement Learning with Expert State Sequences Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell

AAAI 2019 Learning to Teach in Cooperative Multiagent Reinforcement Learning Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How

IJCAI 2019 Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi

ICLR 2018 Eigenoption Discovery Through the Deep Successor Representation Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell

ICLR 2018 Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell

ICLR 2017 Learning to Query, Reason, and Answer Questions on Ambiguous Texts Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh

ICML 2017 Local-to-Global Bayesian Network Structure Learning Tian Gao, Kshitij Fadnis, Murray Campbell

AAAI 2017 UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati

CVPR 2008 A Learning-Based Hybrid Tagging and Browsing Approach for Efficient Manual Image Annotation Rong Yan, Apostol Natsev, Murray Campbell

AAAI 1983 A Chess Program That Chunks Murray Campbell, Hans J. Berliner