Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Reinforcement Learning

Felix Störck, Fabian Hinder, Philipp Hartmann +2

Reinforcement Learning agents deployed on physical systems must adapt continually, since degradation and shifting environment conditions change the dynamics (they \emph{drift}) ove…