A reinforcement learning framework to enhance the ramp merging capabilities of autonomous vehicles

While many automotive companies are now invested in the development of self-driving cars, the vehicles created so far have not yet attained the safety levels necessary for them to be deployed on a large-scale. For this to happen, the vehicles will need to be able to tackle a wide variety of challenges on the road both safely and effectively.