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• A Review of Safe Reinforcement Learning: Methods, Theory and Applications
  2022 · 102 citations
• GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
  2022 · 25 citations
• A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors
  2023 · 19 citations
• Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL
  2022 · 13 citations
• Perceiving the World: Question-guided Reinforcement Learning for Text-based Games
  2022 · 9 citations
• Contextual Transformer for Offline Meta Reinforcement Learning
  2022 · 4 citations
• Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
  2023 · 2 citations
• Scalable Model-based Policy Optimization for Decentralized Networked Systems
  2022 · 1 citations
• MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning
  2025
• Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning
  2019
• STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning
  2023
• Safe Multi-agent Reinforcement Learning with Natural Language Constraints
  2024