Synthetic POMDPs to Challenge Memory-Augmented RL: Memory Demand Structure Modeling

Yongyi WANG , Lingfeng LI , Bozhou CHEN , Ang LI , Hanyu LIU , Qirui ZHENG , Xionghui YANG , Wenxin LI

Front. Comput. Sci. ››

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Front. Comput. Sci. ›› DOI: 10.1007/s11704-026-52148-y
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Synthetic POMDPs to Challenge Memory-Augmented RL: Memory Demand Structure Modeling
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Yongyi WANG, Lingfeng LI, Bozhou CHEN, Ang LI, Hanyu LIU, Qirui ZHENG, Xionghui YANG, Wenxin LI. Synthetic POMDPs to Challenge Memory-Augmented RL: Memory Demand Structure Modeling. Front. Comput. Sci. DOI:10.1007/s11704-026-52148-y

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