Spectral Prioritized Sweeping in Nonstationary Reinforcement Learning

Hung Pham, Tuan Dam

Prioritized Sweeping (PS) accelerates model-based reinforcement learning by selecting backups according to Bellman residual magnitude. In nonstationary reward settings, however, th…