Search Results for author: Alexandre Trudeau

Found 2 papers, 1 papers with code

Targeted Search Control in AlphaZero for Effective Policy Improvement

1 code implementation23 Feb 2023 Alexandre Trudeau, Michael Bowling

AlphaZero trains upon self-play matches beginning from the initial state of a game and only samples actions over the first few moves, limiting its exploration of states deeper in the game tree.

Multi-Robot Path Planning Via Genetic Programming

no code implementations19 Dec 2019 Alexandre Trudeau, Christopher M. Clark

This research illustrates the benefits of using Genetic Programming for solving individual MRPP problems, including instances in which the number of robots exceeds the number of leaves in the tree-modeled workspace.

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