Unverified50% confidenceFactExact time
SAPD uses offline trajectories and relative step-advantage signals to achieve stable policy improvement without new environment observations or multiple rounds of interaction.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSAPD decomposes multi-turn trajectories into independent decision contexts for on-policy distillation.69% similarUnverifiedCOMED determines its processing strategy through three signals: anchor self-consistency, router margin, and lightweight peer probes.68% similarUnverifiedIn SAP integration, idempotency means that executing the same operation multiple times produces the same result as executing it once, usually achieved through unique business identifiers or message deduplication mechanisms; without an idempotent design, retry strategies must be handled with care.63% similarUnverifiedAdaptiveSpec's marginal rule and tree strategy operate on orthogonal dimensions—the former optimizes verification decisions and the latter optimizes generation decisions—and their effects can be compounded.62% similarUnverifiedSAC作为连续动作空间算法可以输出平滑精细的控制信号，在避障这类需要精确操控的任务中相比离散化动作可能带来优势61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1079155API
curl https://kongchang.com/api/v1/knowledge/claims/1079155MCP
get_claim(id=1079155)