Hybrid computing achitectures with specialized processors to encode/decode latent representations for controlling dynamic mechanical systems

This invention describes a robot that uses multiple sensors to understand its environment or its own condition. Each type of sensor has its own dedicated hardware chip that processes its data into a simplified, meaningful representation. A central computer then uses these simplified representations from all the sensors to control the robot, which the claims narrow to a dynamic mechanical system like a robot.