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• Hybrid Reward Architecture for Reinforcement Learning
  2017 · 188 citations
• Multi-Advisor Reinforcement Learning
  2017 · 14 citations
• An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare
  2020 · 12 citations
• Medical Dead-ends and Learning to Identify High-risk States and Treatments
  2021 · 8 citations
• Separation of Concerns in Reinforcement Learning
  2016 · 7 citations
• Semi-Markov Offline Reinforcement Learning for Healthcare
  2022 · 3 citations
• Learning to Represent Action Values as a Hypergraph on the Action Vertices
  2020 · 2 citations
• Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
  2021 · 1 citations
• Orchestrated Value Mapping for Reinforcement Learning
  2022 · 1 citations
• Policy Networks with Two-Stage Training for Dialogue Systems
  2016
• Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning
  2019