Koopman Spectrum Nonlinear Regulators and Efficient Online Learning

Motoya Ohnishi, Isao Ishikawa, Kendall Lowrey +3

Most modern reinforcement learning algorithms optimize a cumulative single-step cost along a trajectory. The optimized motions are often 'unnatural', representing, for example, beh…