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• What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?
  2022 · 11 citations
• Robust Multi-Agent Reinforcement Learning with State Uncertainty
  2023 · 8 citations
• Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications
  2023 · 5 citations
• A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles
  2020 · 3 citations
• Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios
  2022 · 2 citations
• Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous Vehicles
  2022 · 1 citations
• Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning
  2026
• ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents
  2026
• Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
  2025
• Empowering Multi-turn Tool-integrated Agentic Reasoning With Group Turn Policy Optimization
  2025
• Shared Information-Based Safe And Efficient Behavior Planning For Connected Autonomous Vehicles
  2023