Michael Bowling
University of Alberta
H-index: 62
North America-Canada
Top articles of Michael Bowling
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Monitored Markov Decision Processes | arXiv preprint arXiv:2402.06819 | Simone Parisi Montaser Mohammedalamen Alireza Kazemipour Matthew E Taylor Michael Bowling | 2024/2/9 |
Learning not to Regret | Proceedings of the AAAI Conference on Artificial Intelligence | David Sychrovský Michal Šustr Elnaz Davoodi Michael Bowling Marc Lanctot | 2024/3/24 |
Student of Games: A unified learning algorithm for both perfect and imperfect information games | Science Advances | Martin Schmid Matej Moravčík Neil Burch Rudolf Kadlec Josh Davidson | 2023/11/15 |
Targeted Search Control in AlphaZero for Effective Policy Improvement | arXiv preprint arXiv:2302.12359 | Alexandre Trudeau Michael Bowling | 2023/2/23 |
Assessing the Interpretability of Programmatic Policies with Large Language Models | arXiv preprint arXiv:2311.06979 | Zahra Bashir Michael Bowling Levi HS Lelis | 2023/11/12 |
Temporal abstraction in reinforcement learning with the successor representation | Journal of Machine Learning Research | Marlos C Machado Andre Barreto Doina Precup Michael Bowling | 2023 |
TacticAI: an AI assistant for football tactics | Nature communications | Zhe Wang Petar Veličković Daniel Hennes Nenad Tomašev Laurel Prince | 2024/3/19 |
Proper Laplacian Representation Learning | arXiv preprint arXiv:2310.10833 | Diego Gomez Michael Bowling Marlos C Machado | 2023/10/16 |
Global CFR: Meta-Learning in Self-Play Regret Minimization | David Sychrovský Michal Sustr Michael Bowling Martin Schmid | 2023/12/13 | |
Method and system for predicting discrete sequences using deep context tree weighting | 2023/9/19 | ||
Interpolating Between Softmax Policy Gradient and Neural Replicator Dynamics with Capped Implicit Exploration | arXiv preprint arXiv:2206.02036 | Dustin Morrill Esra' Saleh Michael Bowling Amy Greenwald | 2022/6/4 |
Should Models Be Accurate? | arXiv preprint arXiv:2205.10736 | Esra' Saleh John D Martin Anna Koop Arash Pourzarabi Michael Bowling | 2022/5/22 |
Learning to Prioritize Planning Updates in Model-based Reinforcement Learning | Bradley Burega John D Martin Michael Bowling | 2022/10/21 | |
Settling the Reward Hypothesis | Michael Bowling John D Martin David Abel Will Dabney | 2023/7/3 | |
Over-communicate no more: Situated RL agents learn concise communication protocols | arXiv preprint arXiv:2211.01480 | Aleksandra Kalinowska Elnaz Davoodi Florian Strub Kory W Mathewson Ivana Kajic | 2022/11/2 |
The Alberta Plan for AI Research | arXiv preprint arXiv:2208.11173 | Richard S Sutton Michael H Bowling Patrick M Pilarski | 2022/8/23 |
Learning to Be Cautious | arXiv preprint arXiv:2110.15907 | Montaser Mohammedalamen Dustin Morrill Alexander Sieusahai Yash Satsangi Michael Bowling | 2021/10/29 |
Policy invariant explicit shaping: an efficient alternative to reward shaping | Neural Computing and Applications | Paniz Behboudian Yash Satsangi Matthew E Taylor Anna Harutyunyan Michael Bowling | 2022/2/1 |
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Dustin Morrill Ryan D’Orazio Marc Lanctot James R Wright Michael Bowling | 2021/7/1 | |
Solving Common-Payoff Games with Approximate Policy Iteration | Proceedings of the AAAI Conference on Artificial Intelligence | Samuel Sokota Edward Lockhart Finbarr Timbers Elnaz Davoodi Ryan D'Orazio | 2021/5/18 |
Co-Authors
