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arXiv:2608.13667 · Agent 智能体

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Second Thought：让 LLM Agent 在执行与观察时并行推理

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

类型：arxiv
标识：2608.13667
链接：https://arxiv.org/abs/2608.13667
主分类：agent
形态：method
被引：0
被引来源：Semantic Scholar
S2被引：0
影响力被引：0
TLDR：This work proposes Second Thought, a training-free inference framework that forks four auxiliary branches the instant each Thought phase concludes, decodes them concurrently with the main loop, and merges the generated thoughts back when the environment observation arrives.
副分类：llm-infra
待LLM分类：否
标题中文：Second Thought：让 LLM Agent 在执行与观察时并行推理
TLDR中文：提出 Second Thought，一种免训练的推理框架，在每个 Thought 阶段结束时立即 fork 四个辅助分支，与主循环并发解码，并在环境 observation 到达时将生成的 thought 合并回去。
来源文件：
/inbox/tom/_candidates/2026-08-17-agent-rag-longcontext-candidates.json
[S2 enrich]

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arXiv

2608.13667

TLDR

提出 Second Thought，一种免训练的推理框架，在每个 Thought 阶段结束时立即 fork 四个辅助分支，与主循环并发解码，并在环境 observation 到达时将生成的 thought 合并回去。This work proposes Second Thought, a training-free inference framework that forks four auxiliary branches the instant each Thought phase concludes, decodes them concurrently with the main loop, and merges the generated thoughts back when the environment observation arrives.

被引 · S2

0

S2 0

影响力 0

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