Yingru Li
Yingru Li
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Language as a Universal Interface for Reinforcement Learning Agents
This post establishes a formal mathematical framework for language agents, deriving fundamental challenges from first principles and providing concrete design guidelines with real-world examples from SWE-Bench.
Yingru LI
Nov 7, 2025
22 min read
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