Online Adaptive Reinforcement Learning with Echo State Networks for Non-Stationary Dynamics

Aoi Yoshimura, Gouhei Tanaka

Reinforcement learning (RL) policies trained in simulation often suffer from severe performance degradation when deployed in real-world environments due to non-stationary dynamics.…