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• RLlib: Abstractions for Distributed Reinforcement Learning
  2017 · 332 citations
• Multi-Level Discovery of Deep Options
  2017 · 70 citations
• Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games
  2020 · 10 citations
• XDO: A Double Oracle Algorithm for Extensive-Form Games
  2021 · 5 citations
• Independent Natural Policy Gradient Always Converges in Markov Potential Games
  2021 · 4 citations
• Reinforcement Learning from Delayed Observations via World Models
  2024 · 3 citations
• Verification-Guided Shielding for Deep Reinforcement Learning
  2024 · 2 citations
• Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
  2024 · 1 citations
• Data-Augmented Game Starts for Accelerating Self-Play Exploration in Imperfect Information Games
  2026
• Information-Theoretic Methods for Planning and Learning in Partially Observable Markov Decision Processes
  2016
• Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning
  2021
• Realizable Continuous-Space Shields for Safe Reinforcement Learning
  2024