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Publications in Venue "AAMAS"

1. P. Leal, B. Kartal, M. Taylor. "A Very Condensed Survey and Critique of Multiagent Deep Reinforcement Learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp 2146-2148, May 2020. PDFview
2. R. D'Orazio, D. Morrill, J. Wright, M. Bowling. "Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Amal El Fallah Seghrouchni, Gita Sukthankar, Bo An, Neil Yorke-Smith), pp 339-347, May 2020. view
3. J. Günther, A. Kearney, N. Ady, M. Dawson, P. Pilarski. "Meta-learning for Predictive Knowledge Architectures: A Case Study Using TIDBD on a Sensor-rich Robotic Arm". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Edith Elkind, Manuela Veloso, Noa Agmon, Matthew E. Taylor), pp 1967–1969, May 2019. view
4. B. Rafiee, S. Ghiassian, A. White, R. Sutton. "Prediction in Intelligence: An Empirical Comparison of Off-policy Algorithms on Robots". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Edith Elkind, Manuela Veloso, Noa Agmon, Matthew E. Taylor), pp 332-340, May 2019. view
5. L. Cohen, S. Koenig, T. Kumar, G. Wagner, H. Choset, D. Chan, N. Sturtevant. "Rapid Randomized Restarts for Multi-Agent Path Finding: Preliminary Results". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Elisabeth André, Sven Koenig, Mehdi Dastani, Gita Sukthankar), pp 1909-1911, July 2018. PDFview
6. M. White, A. White. "A Greedy Approach to Adapting the Trace Parameter for Temporal Difference Learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Catholijn M. Jonker, Stacy Marsella, John Thangarajah, Karl Tuyls), pp 557-565, May 2016. view
7. A. White, M. White. "Investigating Practical Linear Temporal Difference Learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Catholijn M. Jonker, Stacy Marsella, John Thangarajah, Karl Tuyls), pp 494-502, May 2016. view
8. Y. Liang, M. Machado, E. Talvitie, M. Bowling. "State of the art control of atari games using shallow reinforcement learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Catholijn M. Jonker, Stacy Marsella, John Thangarajah, Karl Tuyls), pp 485-493, May 2016. view
9. N. Bard, D. Nicholas, C. Szepesvari, M. Bowling. "Decision-theoretic clustering of strategies". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Gerhard Weiss, Pinar Yolum, Rafael H. Bordini, Edith Elkind), pp 17-25, May 2015. view
10. V. Lisy, M. Lanctot, M. Bowling. "Online Monte Carlo counterfactual regret minimization for search in imperfect information games". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Gerhard Weiss, Pinar Yolum, Rafael H. Bordini, Edith Elkind), pp 27-36, May 2015. view
11. N. Bard, M. Johanson, M. Bowling. "Asymmetric abstractions for adversarial settings". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Ana L. C. Bazzan, Michael N. Huhns, Alessio Lomuscio, Paul Scerri), pp 501-508, May 2014. view
12. D. Szafron, R. Gibson, N. Sturtevant. "A parameterized family of equilibrium profiles for three-player kuhn poker". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Maria L. Gini, Onn Shehory, Takayuki Ito, Catholijn M. Jonker), pp 247–254, May 2013. view
13. J. Davidson, C. Archibald, M. Bowling. "Baseline: Practical control variates for agent evaluation in zero-sum domains". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Maria L. Gini, Onn Shehory, Takayuki Ito, Catholijn M. Jonker), pp 1005-1012, May 2013. view
14. M. Johanson, N. Burch, R. Valenzano, M. Bowling. "Evaluating state-space abstractions in extensive-form games". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Maria L. Gini, Onn Shehory, Takayuki Ito, Catholijn M. Jonker), pp 271-278, May 2013. view
15. N. Bard, M. Johanson, N. Burch, M. Bowling. "Online implicit agent modelling". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Maria L. Gini, Onn Shehory, Takayuki Ito, Catholijn M. Jonker), pp 255-262, May 2013. view
16. J. Wright, K. Leyton-Brown. "Behavioral game theoretic models: a Bayesian framework for parameter analysis.". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp 921-930, June 2012. PDFview
17. K. Waugh, D. Schnizlein, M. Bowling, D. Szafron. "Abstraction Pathologies in Extensive Games". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), September 2009. PDFview
18. J. Neufeld, M. Bowling, J. Roberts, S. Walsh, A. Milstein, M. Sokolsky. "Autonomous Geocaching: Navigation and Goal Finding in Outdoor Domains". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), May 2008. view
19. M. Bowling, A. Geramifard, D. Wingate. "Sigma Point Policy Iteration". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), January 2008. view
20. N. Sturtevant, M. Bowling. "Robust game play against unknown opponents". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp 713-719, January 2006. PDFview
21. M. Ghavamzadeh, S. Mahadevan. "Learning to Communicate and Act using Hierarchical Reinforcement Learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), July 2004. PDFview
22. M. Ghavamzadeh, S. Mahadevan. "Multiagent Reinforcement Learning Algorithm by Dynamically Merging Markov Decision Processes". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp 845-846, July 2002. PDFview
23. G. Kaminka, M. Bowling. "Towards robust teams with many agents". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp 739-736, July 2002. view
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