In the field of autonomous vehicles, safety validation is of utmost importance. This can be achieved by using dense reinforcement learning techniques to train the autonomous vehicle to make safe decisions in any environment. Through continuous training and testing, the autonomous vehicle can be validated for its safety in real-world scenarios.