TAG
#POMDP
2026-05 2 posts
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Memory as Adaptation
Long-running agents need more than a RAG store: why memory split into working, episodic, semantic, and procedural layers that ground policy adaptation.
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Weights, Prompts, Codes as Parameters
If agent problems are POMDPs, weights, prompts, and code are parameters at three layers of one policy space. Why the layers opened in that order.
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