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• Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
  2022 · 13 citations
• Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
  2023 · 8 citations
• Fictitious Cross-Play: Learning Global Nash Equilibrium in Mixed Cooperative-Competitive Games
  2023 · 1 citations
• Verifiable Process Rewards for Agentic Reasoning
  2026
• MAGE: Meta-Reinforcement Learning for Language Agents toward Strategic Exploration and Exploitation
  2026
• WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning
  2026
• EARL: Efficient Agentic Reinforcement Learning Systems for Large Language Models
  2025
• Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning
  2025
• A Survey on Self-play Methods in Reinforcement Learning
  2024
• Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
  2023