O1推理主要由以下文章: 01 论文 Let’s Verify Step by Step - OpenAI 02 论文 AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training 03 论文rStar:Mutual Reasoning Makes Smalle…
现有智能体的一个重大瓶颈是它们无法利用测试时间计算进行探索和多步规划。搜索和规划在开放式网络环境中...
we present an AlphaZero-like tree-search framework for LLMs (termed TS-LLM), systematically illustrating how tree-search with a learned value function can guide LLMs' decoding ability. TS-LLM distinguishes itself in two key ways: (1) Leveraging a learned value function, our approach can be ...
大模型(LLM)最新论文摘要 | Alphazero-like Tree-Search can Guide Large Language Model Decoding and TrainingAuthors: Xidong Feng, Ziyu Wan, Muning Wen, Ying Wen, Weinan Zhang, Jun WangLarge language models (LLMs) typically employ sampling or beam search, accompanied by prompts such as Chain-of...