Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks | ScienceToStartup | ScienceToStartup

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References (82)

[1]

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

2025Guibin Zhang, Hejia Geng et al.

[2]

AWorld: Orchestrating the Training Recipe for Agentic AI

2025Chengyue Yu, Siyuan Lu et al.

[3]

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

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"HGPO enhances agentic RL by reducing bias in advantage estimation for improved long-horizon task performance."

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Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks

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"HGPO enhances agentic RL by reducing bias in advantage estimation for improved long-horizon task performance."

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Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks

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Founder's Pitch

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