Look-ahead Reasoning with a Learned Model in Imperfect Information Games

Ondřej Kubíček, Viliam Lisý

Test-time reasoning significantly enhances pre-trained AI agents' performance. However, it requires an explicit environment model, often unavailable or overly complex in real-world…