Stop Regressing: Training Value Functions via Classification for Scalable Deep RL von Farebrother, Jesse, Orbay, Jordi, Vuong, Quan, Taïga, Adrien Ali, Chebotar, Yevgen, Xiao, Ted, Irpan, Alex, Levine, Sergey, Castro, Pablo Samuel, Faust, Aleksandra, Kumar, Aviral, Agarwal, Rishabh

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On Bonus-Based Exploration Methods in the Arcade Learning Environment von Taïga, Adrien Ali, Fedus, William, Machado, Marlos C, Courville, Aaron, Bellemare, Marc G

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Approximate Exploration through State Abstraction von Taïga, Adrien Ali, Courville, Aaron, Bellemare, Marc G

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Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment von Taïga, Adrien Ali, Fedus, William, Machado, Marlos C, Courville, Aaron, Bellemare, Marc G

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The Value Function Polytope in Reinforcement Learning von Dadashi, Robert, Taïga, Adrien Ali, Roux, Nicolas Le, Schuurmans, Dale, Bellemare, Marc G

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Stop Regressing: Training Value Functions via Classification for Scalable Deep RL von Farebrother, Jesse, Orbay, Jordi, Vuong, Quan, Adrien Ali Taïga, Chebotar, Yevgen, Xiao, Ted, Irpan, Alex, Levine, Sergey, Castro, Pablo Samuel, Faust, Aleksandra, Kumar, Aviral, Agarwal, Rishabh

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On Bonus-Based Exploration Methods in the Arcade Learning Environment von Adrien Ali Taïga, Fedus, William, Machado, Marlos C, Courville, Aaron, Bellemare, Marc G

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Approximate Exploration through State Abstraction von Adrien Ali Taïga, Courville, Aaron, Bellemare, Marc G

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Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment von Adrien Ali Taïga, Fedus, William, Machado, Marlos C, Courville, Aaron, Bellemare, Marc G

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The Value Function Polytope in Reinforcement Learning von Dadashi, Robert, Adrien Ali Taïga, Nicolas Le Roux, Schuurmans, Dale, Bellemare, Marc G

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Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces von Touati, Ahmed, Taiga, Adrien Ali, Bellemare, Marc G

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Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces von Touati, Ahmed, Adrien Ali Taiga, Bellemare, Marc G

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A Geometric Perspective on Optimal Representations for Reinforcement Learning von Bellemare, Marc G, Dabney, Will, Dadashi, Robert, Taiga, Adrien Ali, Castro, Pablo Samuel, Roux, Nicolas Le, Schuurmans, Dale, Lattimore, Tor, Lyle, Clare

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PixelVAE: A Latent Variable Model for Natural Images von Gulrajani, Ishaan, Kumar, Kundan, Ahmed, Faruk, Taiga, Adrien Ali, Visin, Francesco, Vazquez, David, Courville, Aaron

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A Geometric Perspective on Optimal Representations for Reinforcement Learning von Bellemare, Marc G, Dabney, Will, Dadashi, Robert, Adrien Ali Taiga, Castro, Pablo Samuel, Nicolas Le Roux, Schuurmans, Dale, Lattimore, Tor, Lyle, Clare

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PixelVAE: A Latent Variable Model for Natural Images von Gulrajani, Ishaan, Kumar, Kundan, Ahmed, Faruk, Adrien Ali Taiga, Visin, Francesco, Vazquez, David, Courville, Aaron

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