Several announcements at this year’s Consumer Electronics Show indicate an acceleration in the deployment of ADAS features and associated technologies that are essential in realizing level 5 autonomous driving.
High-dimensional always-changing environments constitute a hard challenge for
current reinforcement learning techniques. Artificial agents, nowadays, are
often trained off-line in very static and controlled conditions in simulation
Xilinx hopes to take a big chunk of the market for semiconductors that process machine learning inference tasks by convincing developers it's not only about the neural network performance. It's about the entire application.