CRLLK: Constrained Reinforcement Learning for Lane Keeping in Autonomous Driving

Xinwei Gao, Arambam James Singh, Gangadhar Royyuru +2

Lane keeping in autonomous driving systems requires scenario-specific weight tuning for different objectives. We formulate lane-keeping as a constrained reinforcement learning prob…