A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints.
Roussel Desmond NzoyemDavid A. W. BartonTom DeakinPublished in: CoRR (2023)
Keyphrases
- optimal control
- data driven
- dynamic programming
- feedback control
- control problems
- control strategy
- optimal control problems
- risk sensitive
- class of nonlinear systems
- brownian motion
- infinite horizon
- partial differential equations
- constrained optimization
- control law
- objective function
- reinforcement learning
- image denoising
- loss function
- level set
- lyapunov function
- real time