2023
Reinforcement Learning with Probabilistically Safe Control Barrier Functions for Ramp Merging
ICRA 2023poster
Prior work has looked at applying reinforcement learning (RL) approaches to autonomous driving scenarios, but the safety of the algorithm is often compromised due to instability or the presence of ill-defined reward functions. With the use of control barrier functions embedded into the RL policy, we…