Dynamic Control Models as State Abstractions

Abstract

This work proposes a methodology for the construction of state abstraction from a set of empirically derived models of system behav-ion from a set of empirically derived models of system behavior. The idea is to treat the agent in its environment as a dynamical system and augment its observation space with contextual cues extracted empirically as the agent… (More)

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