Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability.
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DOI: 10.1103/physreve.105.034409
Abstract: Assessing the systemic effects of uncertainty that arises from agents' partial observation of the true states of the world is critical for understanding a wide range of scenarios, from navigation and foraging behavior to the… read more here.
Keywords: reinforcement learning; learning dynamics; uncertainty; deterministic reinforcement ... See more keywords