Rémi Munos

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Optimization and Search Problems, Artificial Intelligence in Games

Most-Cited Works

• → Bootstrap your own latent: A new approach to self-supervised Learning(2020)3,436 cited
• → IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures(2018)611 cited
• → Exploration–exploitation tradeoff using variance estimates in multi-armed bandits(2009)558 cited
• → Distributional Reinforcement Learning With Quantile Regression(2018)489 cited
• → A distributional code for value in dopamine-based reinforcement learning(2020)455 cited
• → Noisy Networks for Exploration(2017)387 cited
• → Pure Exploration in Multi-armed Bandits Problems(2009)364 cited
• → Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis(2012)363 cited
• → Variable Resolution Discretization in Optimal Control(2002)325 cited
• Modification of UCT with Patterns in Monte-Carlo Go(2006)