A Differentiable Loss Function for Learning Heuristics in A*

Leah Chrestien, Tomas Pevny, Antonin Komenda +1

Optimization of heuristic functions for the A* algorithm, realized by deep neural networks, is usually done by minimizing square root loss of estimate of the cost to goal values. T…