Michal Valko

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个人简介

Research interests: machine learning, minimal feedback, online/sequential learning, graph-based methods, semi-supervised learning

研究兴趣

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Local and adaptive mirror descents in extensive-form games

Côme Fiegel,Pierre Ménard,Tadashi Kozuno,Rémi Munos,Vianney Perchet,Michal Valko

arxiv（2023）

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Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments

Daniel Jarrett,Corentin Tallec,Florent Altché,Thomas Mesnard,Remi Munos,Michal Valko

ICML 2023pp.14780-14816, (2023)

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Fast Rates for Maximum Entropy Exploration

Daniil Tiapkin,Denis Belomestny,Daniele Calandriello,Eric Moulines,Remi Munos,Alexey Naumov,Pierre Perrault,Yunhao Tang,Michal Valko,Pierre Menard

arxiv（2023）

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Adapting to game trees in zero-sum imperfect information games

Côme Fiegel,Pierre Ménard,Tadashi Kozuno,Rémi Munos,Vianney Perchet,Michal Valko

arxiv（2023）

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Half-Hop: A graph upsampling approach for slowing down message passing

Mehdi Azabou, Venkataramana Ganesh,Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi,Ran Liu,Michal Valko,Petar Veličković,Eva Dyer

ICML 2023 (2023): 1341-1360

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Quantile Credit Assignment

Thomas Mesnard, Wenqi Chen,Alaa Saade, Yunhao Tang,Mark Rowland,Theophane Weber,Clare Lyle,Audrunas Gruslys,Michal Valko,Will Dabney,Georg Ostrovski,Eric Moulines,

ICML 2023pp.24517-24531, (2023)

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Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice

Toshinori Kitamura,Tadashi Kozuno,Yunhao Tang,Nino Vieillard,Michal Valko,Wenhao Yang,Jincheng Mei,Pierre Ménard,Mohammad Gheshlaghi Azar,Rémi Munos,Olivier Pietquin,Matthieu Geist,

CoRR (2023): 17135-17175

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Sharp Deviations Bounds for Dirichlet Weighted Sums with Application to analysis of Bayesian algorithms

Denis Belomestny,Pierre Menard,Alexey Naumov, Daniil Tiapkin,Michal Valko

arxiv（2023）

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VA-learning as a more efficient alternative to Q-learning

Yunhao Tang,Rémi Munos,Mark Rowland,Michal Valko

CoRR (2023): 33739-33757

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DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm

Yunhao Tang,Tadashi Kozuno,Mark Rowland,Anna Harutyunyan,Rémi Munos,Bernardo Ávila Pires,Michal Valko

CoRR (2023): 33657-33673

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论文共 159 篇作者统计合作学者相似作者