Enhancing PDE Control with Policy Optimization and Warm Start

The author proposes augmenting the reduce-then-design strategy with policy optimization to improve control performance in nonlinear partial differential equations. By utilizing a warm start from model-based controllers, the approach shifts towards a more adaptive control strategy.