A software platform enabling fully autonomous vehicle operation in complex, stochastic, and unstructured traffic and environmental conditions without reliance on high-definition maps.

An algorithmic framework using reinforcement learning to enable autonomous vehicles to plan trajectories and make driving decisions in real-time under uncertain and dynamic traffic conditions.