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MemoWM2 min read

MemoWM: How World Models Change What Agents Need to Remember

Long-term agents face growing storage demands as they accumulate experience. World models capture reusable regularities that can reduce the information stored for each experience.

By Bingfan Zeng, Zhisheng Chen, Chenbo Sang, Zhengwei Xie, Jinpeng Wang, Xiangchen Guan, Rui Qian, Zheng Lu, Jingwei SongarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 9, 2026.

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