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arXiv 2610.08077 · cs.AI · 2026-10-06

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Haoxiang Zhang, Qinglin Chen, Hiroaki Hayashi, Zhuofeng Li, Siming Zhang, Jiaxin Zhang, Jixuan Chen, Fang Wu and 4 more

Salesforce AI Research

In latest · #68 2026-W41 #4 Added on 2026-10-21

One-line takeaway

Self-Retrospection Distillation turns hindsight into foresight supervision, filling the gap when RLVR rewards are all identical.

自我回顾蒸馏把事后经验转成事前预判,弥补 RLVR 在奖励全相同时信号消失的问题。

189HF upvotes
10GitHub stars
1Citations (Semantic Scholar)
62.9Buzz score

Read on arXiv PDF Hugging Face discussion Code

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

Data updated: Latest AI papers(UTC+8)