deepxube and DeepCubeAI

These are complementary approaches to learning neural network heuristics for combinatorial search problems, with DeepCubeAI using discrete world models while DeepXube learns domain-specific heuristics directly, allowing practitioners to combine both techniques or choose based on whether explicit state transition modeling is beneficial for their pathfinding domain.

deepxube
51
Established
DeepCubeAI
32
Emerging
Maintenance 13/25
Adoption 5/25
Maturity 18/25
Community 15/25
Maintenance 2/25
Adoption 5/25
Maturity 18/25
Community 7/25
Stars: 10
Forks: 4
Downloads:
Commits (30d): 0
Language: Python
License: MIT
Stars: 10
Forks: 1
Downloads:
Commits (30d): 0
Language: Python
License: MIT
No risk flags
Stale 6m

About deepxube

forestagostinelli/deepxube

Learn a domain-specific heuristic function in a domain-independent fashion to solve pathfinding problems.

About DeepCubeAI

misaghsoltani/DeepCubeAI

Learning Discrete World Models for Heuristic Search

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