Search Results for author: Matthew V Macfarlane

Found 1 papers, 0 papers with code

SMX: Sequential Monte Carlo Planning for Expert Iteration

no code implementations12 Feb 2024 Matthew V Macfarlane, Edan Toledo, Donal Byrne, Siddarth Singh, Paul Duckworth, Alexandre Laterre

SMX demonstrates a statistically significant improvement in performance compared to AlphaZero, as well as demonstrating its performance as an improvement operator for a model-free policy, matching or exceeding top model-free methods across both continuous and discrete environments.

Self-Learning

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