Optimal Reward Shaping: Autonomous Car Parking Case Study

Emre Özkaya, Nicolas R. Gauger

Designing effective reward functions for model-free reinforcement learning under non-holonomic constraints remains a persistent challenge, often resulting in severe local minima su…