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• Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
  2017 · 1084 citations
• Imagination-Augmented Agents for Deep Reinforcement Learning
  2017 · 211 citations
• Learning values across many orders of magnitude
  2016 · 87 citations
• Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
  2018 · 41 citations
• On the role of planning in model-based deep reinforcement learning
  2020 · 15 citations
• Large-Scale Retrieval for Reinforcement Learning
  2022 · 11 citations
• Counterfactual Credit Assignment in Model-Free Reinforcement Learning
  2020 · 8 citations
• Physically Embedded Planning Problems: New Challenges for Reinforcement Learning
  2020 · 6 citations
• Retrieval-Augmented Reinforcement Learning
  2022 · 6 citations
• Value-driven Hindsight Modelling
  2020 · 5 citations
• COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation
  2022 · 3 citations
• Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban
  2020 · 2 citations
• An investigation of model-free planning
  2019
• Acceleration in Policy Optimization
  2023
• A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning
  2024