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• Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
  2017 · 788 citations
• Multi-Hop Knowledge Graph Reasoning with Reward Shaping
  2018 · 379 citations
• Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning
  2017 · 58 citations
• Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
  2019 · 21 citations
• Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning
  2021 · 16 citations
• On the Generalization Gap in Reparameterizable Reinforcement Learning
  2019 · 14 citations
• Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games
  2021 · 11 citations
• Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
  2019 · 10 citations
• Competitive Experience Replay