Scalable Robust MCTS with Anytime Deterministic Optimality Guarantees

Tomer Massas, Vadim Indelman

MDP planners often rely on nominal transition models that may differ from the true dynamics. Robust MDP planning accounts for this uncertainty through a set of admissible models, b…