Comparison of ppo and sac algorithms towards decision making strategies for collision avoidance among multiple autonomous vehicles

AJM Muzahid, SF Kamarulzaman… - … & Computer Systems …, 2021 - ieeexplore.ieee.org
Multiple vehicle collision avoidance strategies with safe lane changing strategy for vehicle
control using learning base technique are the most crucial concern in autonomous driving …

Learning-based conceptual framework for threat assessment of multiple vehicle collision in autonomous driving

AJM Muzahid, SF Kamarulzaman… - 2020 Emerging …, 2020 - ieeexplore.ieee.org
The autonomous driving is increasingly mounting, promoting, and promising the future of
fully autonomous and, correspondingly presenting new challenges in the field of safety …

Optimal safety planning and driving decision-making for multiple autonomous vehicles: A learning based approach

AJM Muzahid, MA Rahim, SA Murad… - 2021 Emerging …, 2021 - ieeexplore.ieee.org
In the early diffusion stage of autonomous vehicle systems, the controlling of vehicles
through exacting decision-making to reduce the number of collisions is a major problem …