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[Submitted on 22 Mar 2023 (v1), last revised 14 Jan 2026 (this version, v2)] View a PDF of the paper titled Reinforcement Learning with Exogenous States and Rewards, by George Trimponias and Thomas G. Dietterich View PDF HTML (experimental) Abstract:Exogenous state variables and rewards can slow reinforcement learning by injecting uncontrolled variation into the reward signal. This paper formalizes exogenous …

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