Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality. - Raghav Bongole; Amaury Gouverneur; Borja Rodríguez Gálvez; Tobias J. Oechtering; Mikael Skoglund (ICASSP, 2025)