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• Ordering-Based Causal Discovery with Reinforcement Learning
  2021 · 35 citations
• MHER: Model-based Hindsight Experience Replay
  2021 · 13 citations
• Generalization in Text-based Games via Hierarchical Reinforcement Learning
  2021 · 13 citations
• Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
  2020 · 12 citations
• Learning in Nonzero-Sum Stochastic Games with Potentials
  2021 · 10 citations
• Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
  2023 · 2 citations
• VLP: Vision-Language Preference Learning for Embodied Manipulation
  2025 · 1 citations
• PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
  2023 · 1 citations
• Reduced Policy Optimization for Continuous Control with Hard Constraints
  2023 · 1 citations
• MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment