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