Aristide Tossou | DeepAI

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Featured Co-authors

Katja Hofmann
51 publications
Christos Dimitrakakis
30 publications
Debabrota Basu
25 publications
Jaroslaw Rzepecki
3 publications

∙ 06/20/2019

Near-optimal Bayesian Solution For Unknown Discrete Markov Decision Process

We tackle the problem of acting in an unknown finite and discrete Markov...

0 Aristide Tossou, et al. ∙

∙ 06/20/2019

Near-optimal Reinforcement Learning using Bayesian Quantiles

We study model-based reinforcement learning in finite communicating Mark...

0 Aristide Tossou, et al. ∙

∙ 06/04/2019

Near-Optimal Online Egalitarian learning in General Sum Repeated Matrix Games

We study two-player general sum repeated finite games where the rewards ...

0 Aristide Tossou, et al. ∙

∙ 05/29/2019

Differential Privacy for Multi-armed Bandits: What Is It and What Is Its Cost?

We introduce a number of privacy definitions for the multi-armed bandit ...

0 Debabrota Basu, et al. ∙

∙ 05/27/2019

Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities

We study model-based reinforcement learning in an unknown finite communi...

0 Aristide Tossou, et al. ∙

∙ 11/27/2015

Algorithms for Differentially Private Multi-Armed Bandits

We present differentially private algorithms for the stochastic Multi-Ar...

0 Aristide Tossou, et al. ∙

∙ 08/09/2014

Probabilistic inverse reinforcement learning in unknown environments

We consider the problem of learning by demonstration from agents acting ...

0 Aristide Tossou, et al. ∙

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