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Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit

Paper recorded by Signals 4 on 2026-08-30 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-08-30 on arXiv · recorded by Signals 4 on 2026-09-01

Category: cs.CL · 自然语言处理 · first seen 2026-09-01

Abstract

Memory operations of long-horizon LLM agents are hard to supervise: an operation's value is unobservable when it is taken. But they are special -- they leave machine-readable evidence in the trajectory: retrieval hits and answer-time citations. Hindsight Memory-PRM exploits this audit trail twice: offline to train an operation-conditioned memory-utility critic, and online, where retrievals, citati

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#165 most recent of 186 cs.CL papers we have recorded · ↑ newer: Agent Zero Memory: Provenance-Aware Long-Term Memory for LLM Agents · ↓ older: How You Ask Shapes What You Get: A Theory-Seeded Measurement of Articu
Cite this page: Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit: the #165 most recent of 186 cs.CL papers we have recorded (as of 2026-08-30). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/hindsight-memory-prm-supervising-memory-management-with-auditable-hindsight-cred.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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