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• Neural Combinatorial Optimization with Reinforcement Learning
  2016 · 278 citations
• Bridging the Gap Between Value and Policy Based Reinforcement Learning
  2017 · 229 citations
• An Optimistic Perspective on Offline Reinforcement Learning
  2019 · 95 citations
• Learning to Generalize from Sparse and Underspecified Rewards
  2019 · 46 citations
• Trust-PCL: An Off-Policy Trust Region Method for Continuous Control
  2017 · 31 citations
• Neural Program Synthesis with Priority Queue Training
  2018 · 28 citations
• Contingency-Aware Exploration in Reinforcement Learning
  2018 · 28 citations
• Benchmarks for Deep Off-Policy Evaluation
  2021 · 25 citations
• Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
  2019 · 14 citations
• Smoothed Action Value Functions for Learning Gaussian Policies
  2018 · 10 citations
• RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
  2020 · 9 citations
• Improving Policy Gradient by Exploring Under-appreciated Rewards
  2016 · 5 citations
• Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization
  2021 · 2 citations