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• Hybrid Reward Architecture for Reinforcement Learning
  2017 · 188 citations
• Multi-Advisor Reinforcement Learning
  2017 · 14 citations
• Modular Lifelong Reinforcement Learning via Neural Composition
  2022 · 8 citations
• Separation of Concerns in Reinforcement Learning
  2016 · 7 citations
• The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning
  2020 · 4 citations
• Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
  2022 · 4 citations
• Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
  2021 · 1 citations
• Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning
  2019
• Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
  2022
• Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning
  2023
• Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning
  2023