Jul 2026
Neural MCTS with LLM Guidance for Effective Program Synthesis on Abstraction and Reasoning Corpus
This work introduces a neural MCTS algorithm customized for ARC-AGI, which amplifies exploration by directing the search toward promising solutions via learned neural guidance, yielding robust performance on demanding ARC tasks.
Jinwoo Jeon, Seong-Woong Shim, Sejin Kim et al.
· Machine-mediated learning · 0 citations