Unverified50% confidenceFactExact time
Systems such as AlphaProof use the Monte Carlo Tree Search (MCTS) method, modeling proof search as a sequential decision-making problem.
1
Sources
50%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
Related Entities
Related Claims
Unverifiedo系列引入蒙特卡洛树搜索（MCTS），该算法同样用于AlphaGo的棋局模拟76% similarUnverifiedAlphaProof is based on a combination of reinforcement learning and a formal proof system (the Lean proof assistant), exploring proof paths through algorithms such as Monte Carlo tree search.75% similarUnverifiedAlphaProof以Lean为后端验证工具，将神经网络的猜想能力与形式系统的验证能力结合70% similarUnverifiedMonte Carlo Tree Search (MCTS) was proposed by Rémi Coulom in 2006, and its core process consists of four stages: selection, expansion, simulation, and backpropagation.66% similarUnverifiedMeta's HyperTree Proof Search (HTPS) guides proof search in Lean via Monte Carlo tree search and successfully proved a large number of problems in the miniF2F benchmark automatically64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/865859API
curl https://kongchang.com/api/v1/knowledge/claims/865859MCP
get_claim(id=865859)