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DeepXube documentation
DeepXube documentation
  • Core Concepts
    • Pathfinding
    • Deep Reinforcement Learning
    • Heuristic Search
    • DeepXube
  • DeepXube Tutorial
    • Installation
    • DeepXube Basics
    • Rubik’s Cube Example
    • Creating a New Domain
  • API Reference
    • deepxube
      • deepxube.heuristics
        • deepxube.heuristics.utils
          • deepxube.heuristics.utils.heur_utils
        • deepxube.heuristics.resnet_fc
        • deepxube.heuristics.resnet_2d
      • deepxube.domains
        • deepxube.domains.grid
        • deepxube.domains.npuzzle
        • deepxube.domains.cube3
        • deepxube.domains.lightsout
        • deepxube.domains.sokoban
      • deepxube.pathfinding
        • deepxube.pathfinding.utils
          • deepxube.pathfinding.utils.performance
        • deepxube.pathfinding.beam_search
        • deepxube.pathfinding.graph_search
        • deepxube.pathfinding.supervised
      • deepxube.tests
        • deepxube.tests.time_tests
      • deepxube.nnet
        • deepxube.nnet.nnet_utils
        • deepxube.nnet.pytorch_models
      • deepxube.logic
        • deepxube.logic.logic_utils
        • deepxube.logic.asp
        • deepxube.logic.logic_objects
      • deepxube.utils
        • deepxube.utils.command_line_utils
        • deepxube.utils.timing_utils
        • deepxube.utils.misc_utils
        • deepxube.utils.data_utils
      • deepxube.trainers
        • deepxube.trainers.utils
          • deepxube.trainers.utils.train_utils
          • deepxube.trainers.utils.train_loop
        • deepxube.trainers.train_policy
        • deepxube.trainers.train_heur
      • deepxube.factories
        • deepxube.factories.utils
          • deepxube.factories.utils.import_modules
        • deepxube.factories.updater_factory
        • deepxube.factories.domain_factory
        • deepxube.factories.nnet_input_factory
        • deepxube.factories.pathfinding_factory
        • deepxube.factories.heuristic_factory
      • deepxube.updaters
        • deepxube.updaters.utils
          • deepxube.updaters.utils.replay_buffer_utils
        • deepxube.updaters.updater_sup
        • deepxube.updaters.updater_v_rl
        • deepxube.updaters.updater_q_rl
        • deepxube.updaters.updater_policy_rl
      • deepxube.base
        • deepxube.base.nnet_input
        • deepxube.base.domain
        • deepxube.base.factory
        • deepxube.base.updater
        • deepxube.base.trainer
        • deepxube.base.pathfinding
        • deepxube.base.heuristic
      • deepxube._cli
      • deepxube._train_cli
      • deepxube._solve
      • deepxube.__main__
  • References
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Core Concepts¶

  • Pathfinding
  • Deep Reinforcement Learning
    • Approximate value iteration
    • Q-learning
  • Heuristic Search
    • A* Search
    • Q* Search
  • DeepXube
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