Abstract: Vision-based Reinforcement Learning (VRL) attempts to establish associations between visual inputs and optimal actions through interactions with the environment. Given the high-dimensional ...

Abstract: Lane changing decision-making on highway driving is a challenging task in autonomous driving research. To overcome this challenge, this paper proposes a novel method that integrates ...