AI RESEARCH
The DeepXube Software Package for Solving Pathfinding Problems with Learned Heuristic Functions and Search
arXiv CS.LG
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ArXi:2603.23873v1 Announce Type: cross DeepXube is a free and open-source Python package and command-line tool that seeks to automate the solution of pathfinding problems by using machine learning to learn heuristic functions that guide heuristic search algorithms tailored to deep neural networks (DNNs). DeepXube is comprised of the latest advances in deep reinforcement learning, heuristic search, and formal logic for solving pathfinding problems.