Multi-Objective Autonomous Braking System using Naturalistic Dataset

A deep reinforcement learning based multi-objective autonomous braking system is presented. The design of the system is formulated in a continuous action space and seeks to maximize both pedestrian safety and perception as well as passenger comfort. …

Autonomous Braking System

Reduces the negative influence on passenger comfort by half while maintaining safe braking operation