Learning Search-Space Specific Heuristics Using Neural Networks

Yu Liu, Ryo Kuroiwa, Alex Fukunaga

We propose and evaluate a system which learns a neuralnetwork heuristic function for forward search-based, satisficing classical planning. Our system learns distance-to-goal estima…