Prayag Sharma

Reference-Free, Long-Horizon Trajectory Optimization for Aggressive Autonomous Driving in Milliseconds

Autonomous vehicles must generate long-horizon and dynamically feasible trajectories in real time—even when operating at the limits of vehicle handling—to ensure safe operation in adverse conditions. However, existing work rarely quantifies the computational demands of generating such trajectories w…