Tag: csAI

AI/ML

Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models. (arXiv:1811.10433v9 [cs.AI] UPDATED)

Newsemia
In this paper, we leverage the efficiency of Binarized Neural Networks (BNNs) to learn complex state transition models of planning domains with discretized factored state...
AI/ML

The Tsetlin Machine – A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic. (arXiv:1804.01508v9 [cs.AI] UPDATED)

Newsemia
Although simple individually, artificial neurons provide state-of-the-art performance when interconnected in deep networks. Unknown to many, there exists an arguably even simpler and more versatile...

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