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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
19. | M. Bowling, A. Geramifard, D. Wingate. "Sigma Point Policy Iteration". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), January 2008. |
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. |
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. |
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. |
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. |