Jian-Yu Zhao

Kinematics-Constrained Reinforcement Learning for Adversarial Driving Scenario Generation

Learning-based adversarial strategies can discover collision-inducing maneuvers, yet the generated behaviors become physically implausible when low-level execution relies on trajectory overwrites that bypass vehicle dynamics. This disconnect between the intended maneuver and its execution breaks kinematic consistency a...