AEC couples an LLM semantic encoder, a graph working memory, and a critical-state gate to make episodic control in text-based RL more sample-efficient than standard RL baselines.
Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, et al
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Agentic Episodic Control
AEC couples an LLM semantic encoder, a graph working memory, and a critical-state gate to make episodic control in text-based RL more sample-efficient than standard RL baselines.