Collection by 
May 6
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MARS^2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
Paper • 2604.14564 • Published • 1 -
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
Paper • 2604.05808 • Published -
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
Paper • 2603.19677 • Published -
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
Paper • 2603.07972 • Published
