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07/25/2023
On Solving the Rubik's Cube with Domain-Independent Planners Using Standard Representations
Rubik's Cube (RC) is a well-known and computationally challenging puzzle...
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06/02/2023
Independent Modular Networks
Monolithic neural networks that make use of a single set of weights to l...
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02/08/2021
A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks
A* search is an informed search algorithm that uses a heuristic function...
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06/16/2020
SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness
We introduce SPLASH units, a class of learnable activation functions sho...
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05/18/2018
Solving the Rubik's Cube Without Human Knowledge
A generally intelligent agent must be able to teach itself how to solve ...
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12/21/2014