The evolution of autonomous machines is transforming various sectors by integrating advanced technologies such as deep-reinforcement learning and intelligent transport systems. These systems rely on sophisticated on-board computers and planning mechanisms to operate efficiently, despite the challenges posed by latency and the need for real-time data processing.