Efficient Offline Policy Optimization with a Learned Model

Zichen Liu, Siyi Li, Wee Sun Lee +2

MuZero Unplugged presents a promising approach for offline policy learning from logged data. It conducts Monte-Carlo Tree Search (MCTS) with a learned model and leverages Reanalyze…