Designing sample efficient model-free + model-based RL methods

Outperforming classical PID controllers by 41% in complex autonomous vehicle use case

Conducting both independent and collaborative research and guiding experimental design according to results

Submitted patent disclosure for koopman model-based RL (Patent Pending)