Facebook AI Research & Inria Lille; Facebook AI Research Paris; University of Washington & Facebook AI Research; DeepMind Paris; Tsinghua University
Jean Tarbouriech, Runlong Zhou, Simon Du, Matteo Pirotta, Michal Valko, Alessandro Lazaric
regret minimization;stochastic shortest path;reinforcement learning theory;minimax optimal
Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret