Test-time Reinforcement Learning in Imperfect Information Games

Ondrej Kubicek, Viliam Lisy, Tuomas Sandholm

Test-time reasoning has significantly improved performance in domains ranging from games to language models. However, test-time policy changes with formal guarantees on the perform…