| * | 2009 |
| 56 | EE | Michael H. Bowling,
Nicholas Abou Risk,
Nolan Bard,
Darse Billings,
Neil Burch,
Joshua Davidson,
John Hawkin,
Robert Holte,
Michael Johanson,
Morgan Kan,
Bryce Paradis,
Jonathan Schaeffer,
David Schnizlein,
Duane Szafron,
Kevin Waugh,
Martin Zinkevich:
A demonstration of the Polaris poker system.
AAMAS (2) 2009: 1391-1392 |
| 55 | EE | Kevin Waugh,
David Schnizlein,
Michael H. Bowling,
Duane Szafron:
Abstraction pathologies in extensive games.
AAMAS (2) 2009: 781-788 |
| 54 | EE | David Schnizlein,
Michael H. Bowling,
Duane Szafron:
Probabilistic State Translation in Extensive Games with Large Action Sets.
IJCAI 2009: 278-284 |
| 2008 |
| 53 | EE | Michael H. Bowling,
Alborz Geramifard,
David Wingate:
Sigma point policy iteration.
AAMAS (1) 2008: 379-386 |
| 52 | EE | James 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 |
| 50 | EE | Umar Syed,
Michael H. Bowling,
Robert E. Schapire:
Apprenticeship learning using linear programming.
ICML 2008: 1032-1039 |
| 49 | EE | Michael H. Bowling,
Michael Johanson,
Neil Burch,
Duane Szafron:
Strategy evaluation in extensive games with importance sampling.
ICML 2008: 72-79 |
| 48 | EE | Nathan 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 |
| 47 | EE | Richard 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- |
| 44 | EE | Daniel J. Lizotte,
Tao Wang,
Michael H. Bowling,
Dale Schuurmans:
Automatic Gait Optimization with Gaussian Process Regression.
IJCAI 2007: 944-949 |
| 43 | EE | Michael Johanson,
Martin Zinkevich,
Michael H. Bowling:
Computing Robust Counter-Strategies.
NIPS 2007 |
| 42 | EE | Martin Zinkevich,
Michael Johanson,
Michael H. Bowling,
Carmelo Piccione:
Regret Minimization in Games with Incomplete Information.
NIPS 2007 |
| 41 | EE | Tao 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 |
| 33 | EE | Nathan R. Sturtevant,
Michael H. Bowling:
Robust game play against unknown opponents.
AAMAS 2006: 713-719 |
| 32 | EE | Michael H. Bowling,
Peter McCracken,
Michael James,
James Neufeld,
Dana F. Wilkinson:
Learning predictive state representations using non-blind policies.
ICML 2006: 129-136 |
| 31 | EE | Alborz Geramifard,
Michael H. Bowling,
Martin Zinkevich,
Richard S. Sutton:
iLSTD: Eligibility Traces and Convergence Analysis.
NIPS 2006: 441-448 |
| 30 | EE | Michael 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 |
| 28 | EE | Michael H. Bowling,
Ali Ghodsi,
Dana F. Wilkinson:
Action respecting embedding.
ICML 2005: 65-72 |
| 27 | EE | Tao Wang,
Daniel J. Lizotte,
Michael H. Bowling,
Dale Schuurmans:
Bayesian sparse sampling for on-line reward optimization.
ICML 2005: 956-963 |
| 26 | EE | Dana F. Wilkinson,
Michael H. Bowling,
Ali Ghodsi:
Learning Subjective Representations for Planning.
IJCAI 2005: 889-894 |
| 25 | EE | Michael H. Bowling,
Dana F. Wilkinson,
Ali Ghodsi,
Adam Milstein:
Subjective Localization with Action Respecting Embedding.
ISRR 2005: 190-202 |
| 24 | EE | Peter McCracken,
Michael H. Bowling:
Online Discovery and Learning of Predictive State Representations.
NIPS 2005 |
| 23 | EE | Finnegan 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 |
| 22 | EE | Darse 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 |
| 20 | EE | Michael H. Bowling:
Convergence and No-Regret in Multiagent Learning.
NIPS 2004 |
| 19 | EE | Michael 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 |
| 15 | EE | Michael H. Bowling,
Brett Browning,
Allen Chang,
Manuela M. Veloso:
Plays as Team Plans for Coordination and Adaptation.
RoboCup 2003: 686-693 |
| 2002 |
| 14 | EE | Gal 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 |
| 12 | EE | Michael H. Bowling:
Approximation Techniques in Multiagent Learning.
SARA 2002: 328-329 |
| 11 | EE | Michael 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 |
| 8 | EE | Brett 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 |
| 1 | EE | Manuela M. Veloso,
Michael H. Bowling,
Sorin Achim,
Kwun Han,
Peter Stone:
The CMUnited-98 Small-Robot Team.
RoboCup 1998: 77-92 |