Unverified50% confidenceFactExact time
BranchOPD branches at token-level decisions for math tasks and at within-turn decisions for agent tasks.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
Unverified规划模块通常依赖Chain-of-Thought（思维链）或Tree-of-Thought（思维树）等提示技术，将高层目标分解为DAG结构的子任务序列66% similarUnverifiedArchitectures such as Reflexion and Tree-of-Thought are designed to introduce systematic backtracking and verification capabilities in multi-step reasoning.65% similarVerifiedHigh-level agents introduce ReAct (Reasoning + Acting) or multi-step planning capabilities, enabling them to decompose goals autonomously, dynamically select tools, and adjust subsequent steps based on intermediate results.65% similarUnverifiedAn agent's decision generates a plan and is a multi-step, planned process, whereas Function Calling only decides whether to invoke a specific function and ends once the invocation is complete.65% similarUnverifiedA cyclic graph structure is the fundamental prerequisite for implementing advanced Agent capabilities such as self-correction and multi-round reasoning.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1001136API
curl https://kongchang.com/api/v1/knowledge/claims/1001136MCP
get_claim(id=1001136)