Michael Bowling

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Papers (21)

1. Low-Variance and Zero-Variance Baselines for Extensive-Form Games cs.GT · 2019 · author #3
2. Solving Large Extensive-Form Games with Strategy Constraints cs.GT · 2018 · author #3
3. Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games using Baselines cs.GT · 2018 · author #6
4. The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces cs.AI · 2018 · author #3
5. Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents cs.LG · 2017 · author #6
6. A Laplacian Framework for Option Discovery in Reinforcement Learning cs.LG · 2017 · author #3
7. DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker cs.AI · 2017 · author #10
8. Equilibrium Approximation Quality of Current No-Limit Poker Bots cs.GT · 2016 · author #2
9. AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games cs.AI · 2016 · author #4
10. Learning Purposeful Behaviour in the Absence of Rewards cs.LG · 2016 · author #2
11. State of the Art Control of Atari Games Using Shallow Reinforcement Learning cs.LG · 2015 · author #4
12. Solving Games with Functional Regret Estimation cs.AI · 2014 · author #4
13. Domain-Independent Optimistic Initialization for Reinforcement Learning cs.LG · 2014 · author #3
14. Solving Imperfect Information Games Using Decomposition cs.GT · 2013 · author #3
15. Partition Tree Weighting cs.IT · 2012 · author #3
16. The Arcade Learning Environment: An Evaluation Platform for General Agents cs.AI · 2012 · author #4
17. On Local Regret cs.AI · 2012 · author #1
18. No-Regret Learning in Extensive-Form Games with Imperfect Recall cs.GT · 2012 · author #5
19. A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning cs.LG · 2012 · author #4
20. Alignment Based Kernel Learning with a Continuous Set of Base Kernels cs.LG · 2011 · author #3
21. Context Tree Switching cs.IT · 2011 · author #4

Mentions

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Frequent Coauthors

• Marlos C. Machado 5 shared papers
• Neil Burch 5 shared papers
• Joel Veness 4 shared papers
• Martin Schmid 4 shared papers
• Kevin Waugh 3 shared papers
• Marc G. Bellemare 3 shared papers
• Trevor Davis 3 shared papers
• Andr\'as Gy\"orgy 2 shared papers
• Arash Afkanpour 2 shared papers
• Dustin Morrill 2 shared papers
• Erik Talvitie 2 shared papers
• Marc Lanctot 2 shared papers
• Martin Zinkevich 2 shared papers
• Matej Morav\v{c}\'ik 2 shared papers
• Michael Johanson 2 shared papers
• Csaba Szepesv\'ari 1 shared papers
• Csaba Szepesvari 1 shared papers
• Erin J. Talvitie 1 shared papers
• G. Zacharias Holland 1 shared papers
• J. Andrew Bagnell 1 shared papers