works on
continuous action spaces 1gaussian processes 1monte carlo tree search 1root parallelism 1value estimation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

Gaussian Process Aggregation for Root-Parallel Monte Carlo Tree Search with Continuous Actions

Junlin Xiao, Victor-Alexandru Darvariu, Bruno Lacerda +1

The paper introduces a Gaussian Process regression method to aggregate statistics across parallel Monte Carlo Tree Search threads for continuous-action environments, showing improv…