Zhongyu He
1 indexed paper
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126
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AI×1ML×1
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2026
SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training
SIRI introduces a self-internalizing reinforcement learning framework that allows LLM agents to autonomously discover and integrate reusable skills directly into their core policy, significantly improving performance on complex tasks without external skill generators.
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Papers
cs.AIcs.LGRecentJun 1, 2026
SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training
Zhongyu He, Yuanfan Li, Fei Huang, Tianyu Chen +8 more
SIRI introduces a self-internalizing reinforcement learning framework that allows LLM agents to autonomously discover and integrate reusable skills directly into their core policy, significantly impro…
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