Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving

Haohong Lin, Wenhao Ding, Zuxin Liu +4

In the domain of autonomous driving, the offline Reinforcement Learning~(RL) approaches exhibit notable efficacy in addressing sequential decision-making problems from offline data…