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• Tianshou: a Highly Modularized Deep Reinforcement Learning Library
  2021 · 116 citations
• Reward Shaping via Meta-Learning
  2019 · 41 citations
• Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk
  2022 · 23 citations
• Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning
  2023 · 11 citations
• Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
  2022 · 6 citations
• Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning
  2021 · 5 citations
• Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
  2023 · 3 citations
• Score Regularized Policy Optimization through Diffusion Behavior
  2023 · 2 citations
• Helix: Evolutionary Reinforcement Learning for Open-Ended Scientific Problem Solving
  2026