A Neural Network Approach for High-Dimensional Optimal Control Applied to Multi-Agent Path Finding

Derek Onken, Levon Nurbekyan, Xingjian Li +3

We propose a neural network approach that yields approximate solutions for high-dimensional optimal control problems and demonstrate its effectiveness using examples from multi-age…