Search Results for author: Milo Roucairol

Found 2 papers, 0 papers with code

Solving the HP model with Nested Monte Carlo Search

no code implementations23 Jan 2023 Milo Roucairol, Tristan Cazenave

The algorithm presented in this paper does not beat state of the art algorithms, see PERM (Hsu and Grassberger 2011), REMC (Thachuk, Shmygelska, and Hoos 2007) or WLRE (W\"ust and Landau 2012) for better results.

Protein Folding

Refutation of Spectral Graph Theory Conjectures with Monte Carlo Search

no code implementations4 Jul 2022 Milo Roucairol, Tristan Cazenave

We demonstrate how Monte Carlo Search (MCS) algorithms, namely Nested Monte Carlo Search (NMCS) and Nested Rollout Policy Adaptation (NRPA), can be used to build graphs and find counter-examples to spectral graph theory conjectures in minutes.

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