Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction

Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim +2

Monte Carlo Tree Search (MCTS) has showcased its efficacy across a broad spectrum of decision-making problems. However, its performance often degrades under vast combinatorial acti…