# MemSkill proposes learnable, evolving memory skills for agents at NeurIPS 2026

- Source: 机器之心 · 微信公众号
- Published: 2026-11-02T13:45:47.000Z
- RoboHot: https://robohot.news/en/items/fqncwio7raht66j40isizwekg
- Original: https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651071643&idx=2&sn=3f2688004dcb3abe0d33fa9ae3911319&chksm=85679ed5b4cad52bf894839c4a0b94d3d32695c4114cd8b2f6226de2c7b36bd59c66bd9f72a5&scene=126&sessionid=1793633449#rd

## Summary

Nanyang Technological University and other institutions present MemSkill at NeurIPS 2026, packaging memory operations as learnable, reusable, and evolvable Memory Skills, with a Controller selecting skills, an Executor building memories, and task feedback used to optimize the selection strategy.