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Geometric Entropic Exploration


Jan 07, 2021
Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Alaa Saade, Shantanu Thakoor, Bilal Piot, Bernardo Avila Pires, Michal Valko, Thomas Mesnard, Tor Lattimore, Rémi Munos


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Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning


Jun 13, 2020
Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre H. Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, Michal Valko


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Directed Exploration for Reinforcement Learning


Jun 18, 2019
Zhaohan Daniel Guo, Emma Brunskill


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Neural Predictive Belief Representations


Nov 15, 2018
Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Bernardo A. Pires, Toby Pohlen, Rémi Munos


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Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation


Dec 05, 2017
Zhaohan Daniel Guo, Philip S. Thomas, Emma Brunskill


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Sample Efficient Feature Selection for Factored MDPs


Mar 09, 2017
Zhaohan Daniel Guo, Emma Brunskill


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A PAC RL Algorithm for Episodic POMDPs


Jun 01, 2016
Zhaohan Daniel Guo, Shayan Doroudi, Emma Brunskill

* Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, pp. 510-518, 2016 

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