Abstract: The Rubik’s Cube represents a canonical combinatorial search problem with an enormous discrete state space, making it a compelling testbed for evaluating algorithmic performance in ...
The goal of this project is to teach AI to devise and implement better algorithms than human programmers. This is done in a self-play loop using language models (such as GPT) to generate and solve ...
Imagine dropping a robot into an unfamiliar space. No map, no pre-programming. How does it figure out where to go next? Instructing a machine to build up a map from scratch, making intelligent ...
Advanced Learning Algorithms: This course covers the theory and practice of advanced learning algorithms, such as deep learning, reinforcement learning, and online learning. You will learn how to ...
We developed a genetic algorithm tool allowing users to refine depictions of facial expressions until they reach what they think the expression reflecting a particular emotion should look like. The ...
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