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• Reinforcement Learning for Integer Programming: Learning to Cut
  2019 · 54 citations
• Exploration by Distributional Reinforcement Learning
  2018 · 16 citations
• Discretizing Continuous Action Space for On-Policy Optimization
  2019 · 16 citations
• Implicit Policy for Reinforcement Learning
  2018 · 7 citations
• Learning in structured MDPs with convex cost functions: Improved regret bounds for inventory management
  2019 · 3 citations
• Posterior sampling for reinforcement learning: worst-case regret bounds
  2017 · 2 citations
• Optimistic Q-learning for average reward and episodic reinforcement learning
  2024