PORA: learning when more reasoning pays off for LLM agents
Read the original at arxiv.org→arXiv:2610.27119v1 Announce Type: new Abstract: LLM agents perform tasks over multiple steps and revise their actions based on feedback. As the total reasoning budget is often limited and must support future steps,...
Original headline: "PORA: Learning When More Reasoning Pays Off for LLM Agents"
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- Oct 21, 04:00 UTC arXiv cs.AI lead source PORA: Learning When More Reasoning Pays Off for LLM Agents