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ORCIDMurray Campbell
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- affiliation: IBM Thomas J. Watson Research Center, NY, USA
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Journal Articles
- 2020
[j19]Zahra Ashktorab, Q. Vera Liao, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell:
Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes. Proc. ACM Hum. Comput. Interact. 4(CSCW2): 96:1-96:20 (2020)- 2019
- [j18]Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei
, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi:
Teaching AI agents ethical values using reinforcement learning and policy orchestration. IBM J. Res. Dev. 63(4/5): 2:1-2:9 (2019) - 2016
- [j17]Sam S. Adams, Guruduth Banavar, Murray Campbell:
I-athlon: Towards A Multidimensional Turing Test. AI Mag. 37(1): 78-84 (2016) - [j16]Chuck Howell, Frank Stein, Scott Kordella, Lashon B. Booker, Ed Rockower, Hamid Motahari, Murray Campbell, Jim Spohrer:
Cognitive Assistance in Government and Public Sector Applications. Künstliche Intell. 30(3-4): 347-348 (2016) - 2011
- [j15]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:
Information technology for healthcare transformation. IBM J. Res. Dev. 55(5): 6 (2011) - 2009
- [j14]Rong Yan, Apostol Natsev, Murray Campbell:
Hybrid Tagging and Browsing Approaches for Efficient Manual Image Annotation. IEEE Multim. 16(2): 26-41 (2009) - 2008
- [j13]Lexing Xie, Hari Sundaram, Murray Campbell:
Event Mining in Multimedia Streams. Proc. IEEE 96(4): 623-647 (2008) - 2005
- [j12]David L. Buckeridge, Howard S. Burkom, Murray Campbell, William R. Hogan, Andrew W. Moore:
Algorithms for rapid outbreak detection: a research synthesis. J. Biomed. Informatics 38(2): 99-113 (2005) - 2002
- [j11]Murray Campbell, A. Joseph Hoane Jr., Feng-Hsiung Hsu:
Deep Blue. Artif. Intell. 134(1-2): 57-83 (2002) - 1999
- [j10]Murray Campbell:
Knowledge Discovery in Deep Blue. Commun. ACM 42(11): 65-67 (1999) - 1991
- [j9]Murray Campbell:
Reviews. ICCA J. 14(3): 146-148 (1991) - 1990
- [j8]Hans J. Berliner, Gordon Goetsch, Murray Campbell, Carl Ebeling:
Measuring the Performance Potential of Chess Programs. Artif. Intell. 43(1): 7-20 (1990) - [j7]Thomas S. Anantharaman, Murray Campbell, Feng-Hsiung Hsu:
Singular Extensions: Adding Selectivity to Brute-Force Searching. Artif. Intell. 43(1): 99-109 (1990) - 1989
- [j6]Murray Campbell:
The Sixth World Computer-Chess Championship. New Directions in Game-Tree Search. ICCA J. 12(2): 103-104 (1989) - 1988
- [j5]Murray Campbell, Feng-Hsiung Hsu, Gordon Goetsch:
Report on the 1988 Fredkin Masters Open. ICCA J. 11(2-3): 105-110 (1988) - [j4]Thomas S. Anantharaman, Murray Campbell, Feng-Hsiung Hsu:
Singular Extensions: Adding Selectivity to Brute-Force Searching. ICCA J. 11(4): 135-143 (1988) - 1984
- [j3]Hans J. Berliner, Murray Campbell:
Using Chunking to Solve Chess Pawn Endgames. Artif. Intell. 23(1): 97-120 (1984) - 1983
- [j2]Murray Campbell, T. Anthony Marsland:
A Comparison of Minimax Tree Search Algorithms. Artif. Intell. 20(4): 347-367 (1983) - 1982
- [j1]T. Anthony Marsland, Murray Campbell:
Parallel Search of Strongly Ordered Game Trees. ACM Comput. Surv. 14(4): 533-551 (1982)
Conference and Workshop Papers
- 2024
- [c40]Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger:
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning. EACL (1) 2024: 394-405 - [c39]Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell:
On the generalization capacity of neural networks during generic multimodal reasoning. ICLR 2024 - 2023
- [c38]Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan:
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. ACL (Findings) 2023: 11226-11238 - 2022
- [c37]Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable:
Thinking Fast and Slow in AI: The Role of Metacognition. LOD (2) 2022: 502-509 - [c36]Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jonathan Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable:
Combining Fast and Slow Thinking for Human-like and Efficient Decisions in Constrained Environments. NeSy 2022: 171-185 - [c35]Yunfei Teng, Anna Choromanska, Murray Campbell, Songtao Lu, Parikshit Ram, Lior Horesh:
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization. ECML/PKDD (1) 2022: 675-692 - 2021
- [c34]Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell:
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. AAAI 2021: 9018-9027 - [c33]Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel:
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 2021: 14472-14480 - [c32]Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jonathan Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable:
Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments. TFSOCTAI@AAAI Fall Symposium 2021 - [c31]Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell:
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations. ACL/IJCNLP (2) 2021: 719-725 - [c30]Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu:
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 2021 - [c29]Zahra Ashktorab, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell:
Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction. CHI 2021: 238:1-238:15 - [c28]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:
Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract). IJCAI 2021: 4770-4774 - 2020
- [c27]Dong-Ki Kim, Miao Liu, Shayegan Omidshafiei, Sebastian Lopez-Cot, Matthew Riemer, Golnaz Habibi, Gerald Tesauro, Sami Mourad, Murray Campbell, Jonathan P. How:
Learning Hierarchical Teaching Policies for Cooperative Agents. AAMAS 2020: 620-628 - [c26]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:
Mental Models of AI Agents in a Cooperative Game Setting. CHI 2020: 1-12 - [c25]Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang:
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. EMNLP (1) 2020: 7755-7765 - 2019
- [c24]Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell:
Hybrid Reinforcement Learning with Expert State Sequences. AAAI 2019: 3739-3746 - [c23]Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How:
Learning to Teach in Cooperative Multiagent Reinforcement Learning. AAAI 2019: 6128-6136 - [c22]Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang:
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. MRQA@EMNLP 2019: 48-52 - [c21]Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney:
TED: Teaching AI to Explain its Decisions. AIES 2019: 123-129 - [c20]Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi:
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration. IJCAI 2019: 6377-6381 - 2018
- [c19]Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell:
Eigenoption Discovery through the Deep Successor Representation. ICLR (Poster) 2018 - [c18]Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell:
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering. ICLR (Poster) 2018 - 2017
- [c17]Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati:
UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. AAAI 2017: 4657-4663 - [c16]Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh:
Learning to Query, Reason, and Answer Questions On Ambiguous Texts. ICLR (Poster) 2017 - [c15]Tian Gao, Kshitij P. Fadnis, Murray Campbell:
Local-to-Global Bayesian Network Structure Learning. ICML 2017: 1193-1202 - 2009
- [c14]Mark Kahrs, David Skulina, Stefan Bilbao, Murray Campbell:
An Electroacoustically Controlled Vibrating Plate. NIME 2009: 106-109 - 2008
- [c13]Rong Yan, Apostol Natsev, Murray Campbell:
Multi-query interactive image and video retrieval -: theory and practice. CIVR 2008: 475-484 - [c12]Rong Yan, Apostol Natsev, Murray Campbell:
A learning-based hybrid tagging and browsing approach for efficient manual image annotation. CVPR 2008 - [c11]Matthew L. Hill, Murray Campbell, Yuan-Chi Chang, Vijay S. Iyengar:
Event detection in sensor networks for modern oil fields. DEBS 2008: 95-102 - 2007
- [c10]Rong Yan, Apostol Natsev, Murray Campbell:
An efficient manual image annotation approach based on tagging and browsing. MS 2007: 13-20 - [c9]Murray Campbell, Alexander Haubold, Ming Liu, Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Jun Yang:
IBM Research TRECVID-2007 Video Retrieval System. TRECVID 2007 - 2006
- [c8]Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie:
IBM Research TRECVID-2006 Video Retrieval System. TRECVID 2006 - 2005
- [c7]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:
IBM Research TRECVID-2005 Video Retrieval System. TRECVID 2005 - 2003
- [c6]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:
Epi-SPIRE: a system for environmental and public health activity monitoring. ICME 2003: 713-716 - 2001
- [c5]Vijay S. Iyengar, Jon Lee, Murray Campbell:
Evaluating multiple attribute items using queries. EC 2001: 144-153 - 1995
- [c4]Feng-Hsiung Hsu, Murray Campbell, A. Joseph Hoane Jr.:
Deep Blue System Overview. International Conference on Supercomputing 1995: 240-244 - 1985
- [c3]Murray Campbell:
The graph-history interaction: on ignoring position history. ACM Annual Conference 1985: 278-280 - 1983
- [c2]Murray Campbell, Hans J. Berliner:
A Chess Program That Chunks. AAAI 1983: 49-53 - 1981
- [c1]T. A. Marsland, Murray Campbell:
A survey of enhancements to the alpha-beta algorithm. ACM Annual Conference 1981: 109-114
Parts in Books or Collections
- 2009
- [p1]Rong Yan, Apostol Natsev, Murray Campbell:
Formal Models and Hybrid Approaches for Efficient Manual Image Annotation and Retrieval. Semantic Mining Technologies for Multimedia Databases 2009: 272-297
Informal and Other Publications
- 2025
- [i29]Vedant Khandelwal, Francesca Rossi, Keerthiram Murugesan, Erik Miehling, Murray Campbell, Karthikeyan Natesan Ramamurthy, Lior Horesh:
Language Models Coupled with Metacognition Can Outperform Reasoning Models. CoRR abs/2508.17959 (2025) - 2024
- [i28]Takuya Ito, Soham Dan, Mattia Rigotti, James R. Kozloski, Murray Campbell:
On the generalization capacity of neural networks during generic multimodal reasoning. CoRR abs/2401.15030 (2024) - [i27]Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger:
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning. CoRR abs/2403.10692 (2024) - [i26]Takuya Ito, Luca Cocchi, Tim Klinger, Parikshit Ram, Murray Campbell, Luke J. Hearne:
The Importance of Positional Encoding Initialization in Transformers for Relational Reasoning. CoRR abs/2406.08272 (2024) - [i25]Takuya Ito, Murray Campbell, Lior Horesh, Tim Klinger, Parikshit Ram:
Quantifying artificial intelligence through algebraic generalization. CoRR abs/2411.05943 (2024) - [i24]Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, Murray Campbell:
Can Large Language Models Adapt to Other Agents In-Context? CoRR abs/2412.19726 (2024) - 2022
- [i23]Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable:
Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments. CoRR abs/2201.07050 (2022) - [i22]Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro:
AI Planning Annotation for Sample Efficient Reinforcement Learning. CoRR abs/2203.00669 (2022) - [i21]Mo Yu, Xiaoxiao Guo, Yufei Feng, Yi Gu, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan:
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. CoRR abs/2210.15456 (2022) - 2021
- [i20]Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable:
Thinking Fast and Slow in AI: the Role of Metacognition. CoRR abs/2110.01834 (2021) - 2020
- [i19]Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu:
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. CoRR abs/2004.02393 (2020) - [i18]Tim Klinger, Dhaval Adjodah, Vincent Marois, Josh Joseph, Matthew Riemer, Alex 'Sandy' Pentland, Murray Campbell:
A Study of Compositional Generalization in Neural Models. CoRR abs/2006.09437 (2020) - [i17]Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang:
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning. CoRR abs/2010.02386 (2020) - [i16]Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell:
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. CoRR abs/2010.03790 (2020) - [i15]Mo Yu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell:
Deriving Commonsense Inference Tasks from Interactive Fictions. CoRR abs/2010.09788 (2020) - [i14]Yunfei Teng, Anna Choromanska, Murray Campbell:
Continual learning with direction-constrained optimization. CoRR abs/2011.12581 (2020) - [i13]Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel:
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 abs/2012.01631 (2020) - 2019
- [i12]Dong-Ki Kim, Miao Liu, Shayegan Omidshafiei, Sebastian Lopez-Cot, Matthew Riemer, Golnaz Habibi, Gerald Tesauro, Sami Mourad, Murray Campbell, Jonathan P. How:
Learning Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning. CoRR abs/1903.03216 (2019) - [i11]Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell:
Hybrid Reinforcement Learning with Expert State Sequences. CoRR abs/1903.04110 (2019) - [i10]Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic:
Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning. CoRR abs/1906.02299 (2019) - [i9]Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang:
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. CoRR abs/1909.07597 (2019) - 2018
- [i8]Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu, Gerald Tesauro, Matthew Riemer, Christopher Amato, Murray Campbell, Jonathan P. How:
Learning to Teach in Cooperative Multiagent Reinforcement Learning. CoRR abs/1805.07830 (2018) - [i7]Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic:
Teaching Meaningful Explanations. CoRR abs/1805.11648 (2018) - [i6]Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush R. Varshney, Murray Campbell, Moninder Singh, Francesca Rossi:
Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration. CoRR abs/1809.08343 (2018) - [i5]Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic:
TED: Teaching AI to Explain its Decisions. CoRR abs/1811.04896 (2018) - 2017
- [i4]Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell:
Eigenoption Discovery through the Deep Successor Representation. CoRR abs/1710.11089 (2017) - [i3]Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell:
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering. CoRR abs/1711.05116 (2017) - [i2]Miao Liu, Marlos C. Machado, Gerald Tesauro, Murray Campbell:
The Eigenoption-Critic Framework. CoRR abs/1712.04065 (2017) - 2016
- [i1]Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati:
UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. CoRR abs/1609.08524 (2016)
Coauthor Index
Gerald Tesauro
aka: Gerry Tesauro
aka: Gerry Tesauro
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