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• MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments
  2025 · 5 citations
• Beyond Policy Optimization: A Data Curation Flywheel for Sparse-Reward Long-Horizon Planning
  2025 · 3 citations
• SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control
  2023 · 1 citations
• CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control
  2026
• A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem
  2025
• Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control
  2025
• Hybrid Training for Enhanced Multi-task Generalization in Multi-agent Reinforcement Learning
  2024