DeepXube Tutorial¶ Installation Install with pip Packages Troubleshooting Background Literature Deep Reinforcement Learning Heuristic Search Supervised Learning DeepXube Basics Overview Registration and Parsers Domains Neural Network Inputs and Neural Networks Pathfinding Training Rubik’s Cube Example The Rubik’s Cube Visualizing States Generating Problem Instances Brute Force Search Training a Heuristic Function Heuristic Search Creating a Custom Domain and Heuristic Function State, Action, Goal Domain Neural Network Inputs Custom Neural Network Custom Problem Instances Timing and Debugging Creating a Custom Heuristic Function Optimizer and Loss Registration, Initialization, and Forward Custom Optimizer Custom Loss Representation Parser Training Balancing Training Data Difficulty Without Balancing With Balancing