LexiSafe: Offline Safe Reinforcement Learning with Lexicographic Safety-Reward Hierarchy

Hsin-Jung Yang, Zhanhong Jiang, Prajwal Koirala +3

Offline safe reinforcement learning (RL) is increasingly important for cyber-physical systems (CPS), where safety violations during training are unacceptable and only pre-collected…