Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper
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2508.13167
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Published
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129
Agentic RL
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The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 228 -
PRewrite: Prompt Rewriting with Reinforcement Learning
Paper • 2401.08189 • Published -
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
Paper • 2509.11543 • Published • 48 -
Multiplayer Nash Preference Optimization
Paper • 2509.23102 • Published • 62 -
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
Paper • 2512.16969 • Published • 114 -
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering
Paper • 2601.10402 • Published • 34 -
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning
Paper • 2601.09667 • Published • 73