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Michael Bowling — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Michael Bowling
25
papers ·
348
citations ·
48
h-index
University of Alberta
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generalization and Regularization in DQN
2018 · 100 citations
A Laplacian Framework for Option Discovery in Reinforcement Learning
2017 · 76 citations
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments
2018 · 71 citations
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
2018 · 50 citations
Learning Purposeful Behaviour in the Absence of Rewards
2016 · 24 citations
The Advantage Regret-Matching Actor-Critic
2020 · 8 citations
Rethinking Formal Models of Partially Observable Multiagent Decision Making
2019 · 5 citations
Useful Policy Invariant Shaping from Arbitrary Advice
2020 · 3 citations
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
2024 · 2 citations
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of $f$-Regression Counterfactual Regret Minimization
2019 · 2 citations
Over-communicate no more: Situated RL agents learn concise communication protocols
2022 · 2 citations
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task
2020 · 1 citations
Learning to Be Cautious
2021 · 1 citations
Targeted Search Control in AlphaZero for Effective Policy Improvement
2023 · 1 citations
Generalization in Monitored Markov Decision Processes (Mon-MDPs)
2025
Top co-authors
Dustin Morrill
· 4
Alireza Kazemipour
· 3
Marc Lanctot
· 3
Marlos C. Machado
· 3
Matthew E. Taylor
· 3
Montaser Mohammedalamen
· 3
Neil Burch
· 3
Simone Parisi
· 3
Adam White
· 2
Elnaz Davoodi
· 2
Finbarr Timbers
· 2
John D. Martin
· 2
Topics
Model-Based RL
Exploration
Game AI
Value-Based
Multi-Agent
Policy Gradient
Meta-RL
Safe RL
RLHF & Alignment