McGill University, Mila, Quebec AI Institute, Canada; Wayve, UK; Beijing Institute of Technology, China; Alibaba Group, China
Hongyu Zang, Xin Li, Leiji Zhang, Yang Liu, Baigui Sun, Riashat Islam, Riashat Islam, Remi Tachet des Combes, Romain Laroche
Bisimulation metrics;Reinforcement Learning;Representation Learning;Offline RL
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning