Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
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2508.13167
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Published
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129
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Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 96 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 108 -
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 104 -
Agentic Reinforced Policy Optimization
Paper • 2507.19849 • Published • 158 -
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
Paper • 2506.11902 • Published -
Tree Search for LLM Agent Reinforcement Learning
Paper • 2509.21240 • Published • 89