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Michael H. Bowling

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2008
53EEMichael H. Bowling, Alborz Geramifard, David Wingate: Sigma point policy iteration. AAMAS (1) 2008: 379-386
52EEJames Neufeld, Michael Sokolsky, Jason Roberts, Adam Milstein, Stephen Walsh, Michael H. Bowling: Autonomous geocaching: navigation and goal finding in outdoor domains. AAMAS (1) 2008: 47-54
51 Maria Cutumisu, Duane Szafron, Michael H. Bowling, Richard S. Sutton: Agent Learning using Action-Dependent Learning Rates in Computer Role-Playing Games. AIIDE 2008
50EEUmar Syed, Michael H. Bowling, Robert E. Schapire: Apprenticeship learning using linear programming. ICML 2008: 1032-1039
49EEMichael H. Bowling, Michael Johanson, Neil Burch, Duane Szafron: Strategy evaluation in extensive games with importance sampling. ICML 2008: 72-79
48EENathan R. Sturtevant, H. James Hoover, Jonathan Schaeffer, Sean Gouglas, Michael H. Bowling, Finnegan Southey, Matthew Bouchard, Ghassan Zabaneh: Multidisciplinary students and instructors: a second-year games course. SIGCSE 2008: 383-387
47EERichard S. Sutton, Csaba Szepesvári, Alborz Geramifard, Michael H. Bowling: Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping. UAI 2008: 528-536
2007
46 Nolan Bard, Michael H. Bowling: Particle Filtering for Dynamic Agent Modelling in Simplified Poker. AAAI 2007: 515-514
45 Martin Zinkevich, Michael H. Bowling, Neil Burch: A New Algorithm for Generating Equilibria in Massive Zero-Sum Games. AAAI 2007: 788-
44EEDaniel J. Lizotte, Tao Wang, Michael H. Bowling, Dale Schuurmans: Automatic Gait Optimization with Gaussian Process Regression. IJCAI 2007: 944-949
43EEMichael Johanson, Martin Zinkevich, Michael H. Bowling: Computing Robust Counter-Strategies. NIPS 2007
42EEMartin Zinkevich, Michael Johanson, Michael H. Bowling, Carmelo Piccione: Regret Minimization in Games with Incomplete Information. NIPS 2007
41EETao Wang, Daniel J. Lizotte, Michael H. Bowling, Dale Schuurmans: Stable Dual Dynamic Programming. NIPS 2007
2006
40 Armita Kaboli, Michael H. Bowling, Petr Musílek: Bayesian Calibration for Monte Carlo Localization. AAAI 2006
39 Achim Rettinger, Martin Zinkevich, Michael H. Bowling: Boosting Expert Ensembles for Rapid Concept Recall. AAAI 2006
38 Tao Wang, Pascal Poupart, Michael H. Bowling, Dale Schuurmans: Compact, Convex Upper Bound Iteration for Approximate POMDP Planning. AAAI 2006
37 Alborz Geramifard, Michael H. Bowling, Richard S. Sutton: Incremental Least-Squares Temporal Difference Learning. AAAI 2006
36 Martin Zinkevich, Michael H. Bowling, Nolan Bard, Morgan Kan, Darse Billings: Optimal Unbiased Estimators for Evaluating Agent Performance. AAAI 2006
35 Nathan R. Sturtevant, Martin Zinkevich, Michael H. Bowling: Prob-Maxn: Playing N-Player Games with Opponent Models. AAAI 2006
34 Michael H. Bowling, Dana F. Wilkinson, Ali Ghodsi: Subjective Mapping. AAAI 2006
33EENathan R. Sturtevant, Michael H. Bowling: Robust game play against unknown opponents. AAMAS 2006: 713-719
32EEMichael H. Bowling, Peter McCracken, Michael James, James Neufeld, Dana F. Wilkinson: Learning predictive state representations using non-blind policies. ICML 2006: 129-136
31EEAlborz Geramifard, Michael H. Bowling, Martin Zinkevich, Richard S. Sutton: iLSTD: Eligibility Traces and Convergence Analysis. NIPS 2006: 441-448
30EEMichael H. Bowling, Johannes Fürnkranz, Thore Graepel, Ron Musick: Machine learning and games. Machine Learning 63(3): 211-215 (2006)
2005
29 Michael H. Bowling, Peter McCracken: Coordination and Adaptation in Impromptu Teams. AAAI 2005: 53-58
28EEMichael H. Bowling, Ali Ghodsi, Dana F. Wilkinson: Action respecting embedding. ICML 2005: 65-72
27EETao Wang, Daniel J. Lizotte, Michael H. Bowling, Dale Schuurmans: Bayesian sparse sampling for on-line reward optimization. ICML 2005: 956-963
26EEDana F. Wilkinson, Michael H. Bowling, Ali Ghodsi: Learning Subjective Representations for Planning. IJCAI 2005: 889-894
25EEMichael H. Bowling, Dana F. Wilkinson, Ali Ghodsi, Adam Milstein: Subjective Localization with Action Respecting Embedding. ISRR 2005: 190-202
24EEPeter McCracken, Michael H. Bowling: Online Discovery and Learning of Predictive State Representations. NIPS 2005
23EEFinnegan Southey, Michael H. Bowling, Bryce Larson, Carmelo Piccione, Neil Burch, Darse Billings, D. Chris Rayner: Bayes? Bluff: Opponent Modelling in Poker. UAI 2005: 550-558
2004
22EEDarse Billings, Aaron Davidson, Terence Schauenberg, Neil Burch, Michael H. Bowling, Robert C. Holte, Jonathan Schaeffer, Duane Szafron: Game-Tree Search with Adaptation in Stochastic Imperfect-Information Games. Computers and Games 2004: 21-34
21 Michael H. Bowling, Brett Browning, Manuela M. Veloso: Plays as Effective Multiagent Plans Enabling Opponent-Adaptive Play Selection. ICAPS 2004: 376-383
20EEMichael H. Bowling: Convergence and No-Regret in Multiagent Learning. NIPS 2004
19EEMichael H. Bowling, Manuela M. Veloso: Existence of Multiagent Equilibria with Limited Agents. J. Artif. Intell. Res. (JAIR) 22: 353-384 (2004)
2003
18 James Bruce, Michael H. Bowling, Brett Browning, Manuela M. Veloso: Multi-robot team response to a multi-robot opponent team. ICRA 2003: 2281-2286
17 Michael H. Bowling, Rune M. Jensen, Manuela M. Veloso: A Formalization of Equilibria for Multiagent Planning. IJCAI 2003: 1460-1462
16 Michael H. Bowling, Manuela M. Veloso: Simultaneous Adversarial Multi-Robot Learning. IJCAI 2003: 699-704
15EEMichael H. Bowling, Brett Browning, Allen Chang, Manuela M. Veloso: Plays as Team Plans for Coordination and Adaptation. RoboCup 2003: 686-693
2002
14EEGal A. Kaminka, Michael H. Bowling: Towards robust teams with many agents. AAMAS 2002: 729-736
13 Brett Browning, Michael H. Bowling, Manuela M. Veloso: Improbability Filtering for Rejecting False Positives. ICRA 2002: 3038-3043
12EEMichael H. Bowling: Approximation Techniques in Multiagent Learning. SARA 2002: 328-329
11EEMichael H. Bowling, Manuela M. Veloso: Multiagent learning using a variable learning rate. Artif. Intell. 136(2): 215-250 (2002)
2001
10 Michael H. Bowling, Manuela M. Veloso: Convergence of Gradient Dynamics with a Variable Learning Rate. ICML 2001: 27-34
9 Michael H. Bowling, Manuela M. Veloso: Rational and Convergent Learning in Stochastic Games. IJCAI 2001: 1021-1026
8EEBrett Browning, Michael H. Bowling, James Bruce, Ravi Balasubramanian, Manuela M. Veloso: CM-Dragons'01 - Vision-Based Motion Tracking and Heteregenous Robots. RoboCup 2001: 567-570
2000
7 Michael H. Bowling: Convergence Problems of General-Sum Multiagent Reinforcement Learning. ICML 2000: 89-94
6 Manuela M. Veloso, Michael H. Bowling, Sorin Achim, Kwun Han, Peter Stone: CMUNITED-98: RoboCup-98 Small-Robot World Champion Team. AI Magazine 21(1): 29-36 (2000)
1999
5 Manuela M. Veloso, Michael H. Bowling, Sorin Achim, Kwun Han, Peter Stone: CMUnited-98: A Team of Robotic Soccer Agents. AAAI/IAAI 1999: 891-896
4 Michael H. Bowling, Manuela M. Veloso: Bounding the Suboptimality of Reusing Subproblem. IJCAI 1999: 1340-1347
3 Michael H. Bowling, Manuela M. Veloso: Motion Control in Dynamic Multi-Robot Environments. RoboCup 1999: 222-230
2 Manuela M. Veloso, Michael H. Bowling, Sorin Achim: CMUnited-99: Small-Size Robot Team. RoboCup 1999: 661-662
1998
1EEManuela M. Veloso, Michael H. Bowling, Sorin Achim, Kwun Han, Peter Stone: The CMUnited-98 Small-Robot Team. RoboCup 1998: 77-92

Coauthor Index

1Sorin Achim [1] [2] [5] [6]
2Ravi Balasubramanian [8]
3Nolan Bard [36] [46]
4Darse Billings [22] [23] [36]
5Matthew Bouchard [48]
6Brett Browning [8] [13] [15] [18] [21]
7James Bruce [8] [18]
8Neil Burch [22] [23] [45] [49]
9Allen Chang [15]
10Maria Cutumisu [51]
11Aaron Davidson [22]
12Johannes Fürnkranz [30]
13Alborz Geramifard [31] [37] [47] [53]
14Ali Ghodsi [25] [26] [28] [34]
15Sean Gouglas [48]
16Thore Graepel [30]
17Kwun Han [1] [5] [6]
18Robert C. Holte (Robert Holte) [22]
19H. James Hoover [48]
20Michael James [32]
21Rune M. Jensen [17]
22Michael Johanson [42] [43] [49]
23Armita Kaboli [40]
24Gal A. Kaminka [14]
25Morgan Kan [36]
26Bryce Larson [23]
27Daniel J. Lizotte [27] [41] [44]
28Peter McCracken [24] [29] [32]
29Adam Milstein [25] [52]
30Ron Musick [30]
31Petr Musílek [40]
32James Neufeld [32] [52]
33Carmelo Piccione [23] [42]
34Pascal Poupart [38]
35D. Chris Rayner [23]
36Achim Rettinger [39]
37Jason Roberts [52]
38Jonathan Schaeffer [22] [48]
39Robert E. Schapire [50]
40Terence Schauenberg [22]
41Dale Schuurmans [27] [38] [41] [44]
42Michael Sokolsky [52]
43Finnegan Southey [23] [48]
44Peter Stone [1] [5] [6]
45Nathan R. Sturtevant [33] [35] [48]
46Richard S. Sutton [31] [37] [47] [51]
47Umar Syed [50]
48Duane Szafron [22] [49] [51]
49Csaba Szepesvári [47]
50Manuela M. Veloso [1] [2] [3] [4] [5] [6] [8] [9] [10] [11] [13] [15] [16] [17] [18] [19] [21]
51Stephen Walsh [52]
52Tao Wang [27] [38] [41] [44]
53Dana F. Wilkinson [25] [26] [28] [32] [34]
54David Wingate [53]
55Ghassan Zabaneh [48]
56Martin Zinkevich [31] [35] [36] [39] [42] [43] [45]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)