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• A Deep Hierarchical Approach to Lifelong Learning in Minecraft
  2016 · 142 citations
• Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning
  2018 · 80 citations
• Graying the black box: Understanding DQNs
  2016 · 58 citations
• A Self-Tuning Actor-Critic Algorithm
  2020 · 32 citations
• Shallow Updates for Deep Reinforcement Learning
  2017 · 20 citations
• Visualizing Dynamics: from t-SNE to SEMI-MDPs
  2016 · 12 citations
• Balancing Constraints and Rewards with Meta-Gradient D4PG
  2020 · 6 citations
• Discovery of Options via Meta-Learned Subgoals
  2021 · 5 citations
• ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
  2023 · 5 citations
• Discovering Diverse Nearly Optimal Policies with Successor Features
  2021 · 4 citations
• Deep Reinforcement Learning Discovers Internal Models
  2016 · 3 citations
• Unknown mixing times in apprenticeship and reinforcement learning
  2019 · 3 citations
• Emphatic Algorithms for Deep Reinforcement Learning
  2021 · 3 citations
• Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies
  2019 · 1 citations
• Reward is enough for convex MDPs
  2021 · 1 citations