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Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment


Aug 06, 2019
Adrien Ali Taïga, William Fedus, Marlos C. Machado, Aaron Courville, Marc G. Bellemare

* Accepted at the second Exploration in Reinforcement Learning Workshop at the 36th International Conference on Machine Learning, Long Beach, California 

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The Value Function Polytope in Reinforcement Learning


Feb 15, 2019
Robert Dadashi, Adrien Ali Taïga, Nicolas Le Roux, Dale Schuurmans, Marc G. Bellemare


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Approximate Exploration through State Abstraction


Aug 29, 2018
Adrien Ali Taïga, Aaron Courville, Marc G. Bellemare


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