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• Reward Constrained Policy Optimization
  2018 · 235 citations
• 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
• Action Robust Reinforcement Learning and Applications in Continuous Control
  2019 · 66 citations
• Graying the black box: Understanding DQNs
  2016 · 58 citations
• A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients
  2016 · 54 citations
• Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning
  2017 · 42 citations
• Exploration-Exploitation in Constrained MDPs
  2020 · 31 citations
• Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning