Accelerating Reinforcement Learning via MPC Solver-Gradient Guidance for Weights-varying MPC

Baha Zarrouki, Arslan Thobani, Jasper Hoffmann +6

In Model Predictive Control (MPC), cost-function weights shape closed-loop behavior, yet changing conditions often make fixed parametrizations suboptimal and motivate context-depen…