More from the Same Authors

• 2022 : On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning »
  Dilip Arumugam · Mark Ho · Noah Goodman · Benjamin Van Roy
• 2022 Poster: An Information-Theoretic Framework for Deep Learning »
  Hong Jun Jeon · Benjamin Van Roy
• 2022 Poster: Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning »
  Dilip Arumugam · Benjamin Van Roy
• 2021 Poster: The Value of Information When Deciding What to Learn »
  Dilip Arumugam · Benjamin Van Roy
• 2019 : Reinforcement Learning Beyond Optimization »
  Benjamin Van Roy
• 2019 Poster: Information-Theoretic Confidence Bounds for Reinforcement Learning »
  Xiuyuan Lu · Benjamin Van Roy
• 2018 Poster: An Information-Theoretic Analysis for Thompson Sampling with Many Actions »
  Shi Dong · Benjamin Van Roy
• 2018 Poster: Scalable Coordinated Exploration in Concurrent Reinforcement Learning »
  Maria Dimakopoulou · Ian Osband · Benjamin Van Roy
• 2017 Poster: Ensemble Sampling »
  Xiuyuan Lu · Benjamin Van Roy
• 2017 Poster: Conservative Contextual Linear Bandits »
  Abbas Kazerouni · Mohammad Ghavamzadeh · Yasin Abbasi · Benjamin Van Roy
• 2016 Poster: Deep Exploration via Bootstrapped DQN »
  Ian Osband · Charles Blundell · Alexander Pritzel · Benjamin Van Roy
• 2014 Workshop: Large-scale reinforcement learning and Markov decision problems »
  Benjamin Van Roy · Mohammad Ghavamzadeh · Peter Bartlett · Yasin Abbasi Yadkori · Ambuj Tewari
• 2014 Poster: Near-optimal Reinforcement Learning in Factored MDPs »
  Ian Osband · Benjamin Van Roy
• 2014 Poster: Learning to Optimize via Information-Directed Sampling »
  Daniel Russo · Benjamin Van Roy
• 2014 Spotlight: Near-optimal Reinforcement Learning in Factored MDPs »
  Ian Osband · Benjamin Van Roy
• 2014 Poster: Model-based Reinforcement Learning and the Eluder Dimension »
  Ian Osband · Benjamin Van Roy
• 2013 Poster: (More) Efficient Reinforcement Learning via Posterior Sampling »
  Ian Osband · Daniel Russo · Benjamin Van Roy
• 2013 Poster: Eluder Dimension and the Sample Complexity of Optimistic Exploration »
  Daniel Russo · Benjamin Van Roy
• 2013 Oral: Eluder Dimension and the Sample Complexity of Optimistic Exploration »
  Daniel Russo · Benjamin Van Roy
• 2013 Poster: Efficient Exploration and Value Function Generalization in Deterministic Systems »
  Zheng Wen · Benjamin Van Roy
• 2012 Poster: Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems »
  Morteza Ibrahimi · Adel Javanmard · Benjamin Van Roy
• 2009 Poster: Directed Regression »
  Yi-Hao Kao · Benjamin Van Roy · Xiang Yan