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Latent Action Monte Carlo Tree Search (LA-MCTS) - GitHub
Inspired by AlphaGo, we build the very first NAS search algorithm based on Monte Carlo Tree Search (MCTS) in 2017, namely AlphaX The action space is fixed (layer-by-layer construction) and MCTS is used to steer towards promising search regions
Learning Search Space Partition for Black-box Optimization using Monte . . .
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search: Paper and Code High dimensional black-box optimization has broad applications but remains a challenging problem to solve
Learning Search Space Partition for Black-box Optimization using Monte . . .
In this paper, we propose LA-MCTS, a meta-level algorithm that recursively learns space partition in a hierarchical manner