Reinforcement learning with state-dependent discount factor

Abstract

Conventional reinforcement learning algorithms have several parameters which determine the feature of learning process, called meta-parameters. In this study, we focus on the discount factor that influences the time scale of the tradeoff between immediate and delayed rewards. The discount factor is usually considered as a constant value, but we introduce… (More)

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