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• R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
  2025 · 274 citations
• A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
  2022 · 13 citations
• Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
  2023 · 12 citations
• Parallelized Planning-acting For Efficient Llm-based Multi-agent Systems In Minecraft
  2025 · 5 citations
• Multi-Agent Continuous Control with Generative Flow Networks
  2024 · 3 citations
• Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework
  2022 · 2 citations
• Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks
  2024 · 2 citations
• Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL
  2025 · 1 citations
• Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning