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Optimal Strategies for Graph-Structured Bandits

Hassan Saber , Pierre Ménard , Odalric-Ambrym Maillard
2020
Preprints, Working Papers, ... hal-02891139v2
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Compressed Least-Squares Regression

Odalric-Ambrym Maillard , Rémi Munos
NIPS 2009, Dec 2009, Vancouver, Canada
Conference papers inria-00419210v2
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Farm-gym: A modular reinforcement learning platform for stochastic agronomic games

Odalric-Ambrym Maillard , Timothée Mathieu , Debabrota Basu
AIAFS 2023 - Artificial Intelligence for Agriculture and Food Systems, Feb 2023, Wahington DC, United States
Conference papers hal-03960683v1
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Risk-aware linear bandits with convex loss

Patrick Saux , Odalric-Ambrym Maillard
European Workshop on Reinforcement Learning, Sep 2022, Milan, Italy
Conference papers hal-03776680v1

Selecting the State-Representation in Reinforcement Learning

Odalric-Ambrym Maillard , Rémi Munos , Daniil Ryabko
Neural Information Processing Systems, Dec 2011, Granada, Spain
Conference papers hal-00639483v1
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Hierarchical Optimistic Region Selection driven by Curiosity

Odalric-Ambrym Maillard
2012
Preprints, Working Papers, ... hal-00740418v1
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Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem

Robin Allesiardo , Raphaël Féraud , Odalric-Ambrym Maillard
2016
Preprints, Working Papers, ... hal-01400320v1
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Sub-sampling for Multi-armed Bandits

Akram Baransi , Odalric-Ambrym Maillard , Shie Mannor
Proceedings of the European Conference on Machine Learning, 2014, pp.13
Journal articles hal-01025651v2
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Risk-aware linear bandits with convex loss

Patrick Saux , Odalric-Ambrym Maillard
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2023, Valencia, Spain
Conference papers hal-04044440v1
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Active Roll-outs in MDP with Irreversible Dynamics

Odalric-Ambrym Maillard , Timothy Mann , Ronald Ortner , Shie Mannor
2019
Preprints, Working Papers, ... hal-02177808v1
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Learning Multiple Markov Chains via Adaptive Allocation

Mohammad Sadegh Talebi , Odalric-Ambrym Maillard
Advances in Neural Information Processing Systems 32 (NIPS 2019), Dec 2019, Vancouver, Canada
Conference papers hal-02387345v1
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Upper Confidence Reinforcement Learning exploiting state-action equivalence

Odalric-Ambrym Maillard , Mahsa Asadi
2018
Preprints, Working Papers, ... hal-01945034v1
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Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation

Olivier Cappé , Aurélien Garivier , Odalric-Ambrym Maillard , Rémi Munos , Gilles Stoltz
Annals of Statistics, 2013, 41 (3), pp.1516-1541. ⟨10.1214/13-AOS1119⟩
Journal articles hal-00738209v2
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Practical Open-Loop Optimistic Planning

Edouard Leurent , Odalric-Ambrym Maillard
European Conference on Machine Learning, Sep 2019, Würzburg, Germany
Conference papers hal-02375697v1
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Efficient tracking of a growing number of experts

Jaouad Mourtada , Odalric-Ambrym Maillard
Algorithmic Learning Theory, Oct 2017, Tokyo, Japan. pp.1 - 23
Conference papers hal-01615424v1
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Basic Concentration Properties of Real-Valued Distributions

Odalric-Ambrym Maillard
Doctoral. France. 2017
Lectures cel-01632228v1
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Memory Bandits: Towards the Switching Bandit Problem Best Resolution

Réda Alami , Odalric-Ambrym Maillard , Raphaël Féraud
MLSS 2018 - Machine Learning Summer School, Aug 2018, Madrid, Spain
Poster communications hal-01879251v1
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Concentration inequalities for sampling without replacement

Rémi Bardenet , Odalric-Ambrym Maillard
Bernoulli, 2015, 21 (3), pp.1361-1385. ⟨10.3150/14-BEJ605⟩
Journal articles hal-01216652v1
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Mathematics of Statistical Sequential Decision Making

Odalric-Ambrym Maillard
Mathematics [math]. Université de Lille, Sciences et Technologies, 2019
Habilitation à diriger des recherches tel-02162189v1
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Learning Value Functions in Deep Policy Gradients using Residual Variance

Yannis Flet-Berliac , Reda Ouhamma , Odalric-Ambrym Maillard , Philippe Preux
ICLR 2021 - International Conference on Learning Representations, May 2021, Vienna / Virtual, Austria
Conference papers hal-02964174v3
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From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits

Dorian Baudry , Patrick Saux , Odalric-Ambrym Maillard
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Sydney, Australia
Conference papers hal-03421252v2
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Local Dvoretzky-Kiefer-Wolfowitz confidence bands

Odalric-Ambrym Maillard
Mathematical Methods of Statistics, 2022, ⟨10.3103/S1066530721010038⟩
Journal articles hal-03780573v1
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Stochastic bandits with groups of similar arms

Fabien Pesquerel , Hassan Saber , Odalric-Ambrym Maillard
NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Sydney, Australia
Conference papers hal-03427597v1
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Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds

Odalric-Ambrym Maillard
Algorithmic Learning Theory, 2019, Chicago, United States. pp.1 - 23
Conference papers hal-02351665v1
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Approximate Robust Control of Uncertain Dynamical Systems

Edouard Leurent , Yann Blanco , Denis Efimov , Odalric-Ambrym Maillard
2019
Preprints, Working Papers, ... hal-01931744v2
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Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning

Odalric-Ambrym Maillard , Phuong Nguyen , Ronald Ortner , Daniil Ryabko
ICML - 30th International Conference on Machine Learning, 2013, Atlanta, USA, United States. pp.543-551
Conference papers hal-00778586v1
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Finite-Sample Analysis of Bellman Residual Minimization

Odalric-Ambrym Maillard , Rémi Munos , Alessandro Lazaric , Mohammad Ghavamzadeh
Asian Conference on Machine Learning, 2010, Japan
Conference papers hal-00830212v1
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Improved Exploration in Factored Average-Reward MDPs

Sadegh Talebi , Anders Jonsson , Odalric-Ambrym Maillard
24th International Conference on Artificial Intelligence and Statistics, 2021, San diego (virtual), United States
Conference papers hal-03780564v1
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Boundary Crossing Probabilities for General Exponential Families

Odalric-Ambrym Maillard
Mathematical Methods of Statistics, 2018, 27, pp.1-31. ⟨10.3103/S1066530718010015⟩
Journal articles hal-01737150v1
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Tightening Exploration in Upper Confidence Reinforcement Learning

Hippolyte Bourel , Odalric-Ambrym Maillard , Mohammad Sadegh Talebi
International Conference on Machine Learning, Jul 2020, Vienna, Austria
Conference papers hal-03000664v1