A Geometric Perspective on Optimal Representations for Reinforcement Learning

Marc G. Bellemare, Will Dabney, Robert Dadashi, Adrien Ali Taïga, Pablo Samuel Castro, Nicolas Le Roux, Dale Schuurmans, Tor Lattimore, Clare Lyle. A Geometric Perspective on Optimal Representations for Reinforcement Learning. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 4360-4371, 2019. [doi]

Authors

Marc G. Bellemare

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Will Dabney

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Robert Dadashi

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Adrien Ali Taïga

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Pablo Samuel Castro

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Nicolas Le Roux

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Dale Schuurmans

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Tor Lattimore

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Clare Lyle

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