Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit
cs.CL
Submitted: 2026-08-30
Updated: 2026-08-30
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- Process Reward Models for LLM Agents: Practical Framework and Directions
- AttriMem: Attribution-Guided Process Feedback for Agent Memory Construction
- Understanding R1-Zero-Like Training: A Critical Perspective
- MemGPT: Towards LLMs as Operating Systems
- Qwen3 Technical Report
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Solving math word problems with process- and outcome-based feedback
- Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
- DAPO: An Open-Source LLM Reinforcement Learning System at Scale
- Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks
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