Presents MDS framework, linear-dynamics construction method, and tunable synthetic POMDP suite for controlled testing of memory-augmented reinforcement learning.
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Synthetic POMDPs to Challenge Memory-Augmented RL: Memory Demand Structure Modeling
Presents MDS framework, linear-dynamics construction method, and tunable synthetic POMDP suite for controlled testing of memory-augmented reinforcement learning.