NIPS Proceedingsβ

Remi Munos

13 Papers

  • Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning (2016)
  • Memory-Efficient Backpropagation Through Time (2016)
  • Safe and Efficient Off-Policy Reinforcement Learning (2016)
  • Unifying Count-Based Exploration and Intrinsic Motivation (2016)
  • Black-box optimization of noisy functions with unknown smoothness (2015)
  • Black-box optimization of noisy functions with unknown smoothness (2015)
  • Active Regression by Stratification (2014)
  • Best-Arm Identification in Linear Bandits (2014)
  • Bounded Regret for Finite-Armed Structured Bandits (2014)
  • Efficient learning by implicit exploration in bandit problems with side observations (2014)
  • Optimistic Planning in Markov Decision Processes Using a Generative Model (2014)
  • Aggregating Optimistic Planning Trees for Solving Markov Decision Processes (2013)
  • Thompson Sampling for 1-Dimensional Exponential Family Bandits (2013)