Tag: Octo

Sep 14
Vision-Language-Action (VLA) Architecture: How Neural Nets Map Pixels Directly to Motor Torques

Classical industrial robotics relies on an explicitly decoupled, modular software pipeline: perception, state estimation, motion planning, inverse kinematics (IK), and joint-level PID control. In this traditional paradigm, camera pixels are reduced to calibrated 3D bounding boxes, an analytical planner evaluates collision-free cubic splines, an inverse kinematics solver computes targeted joint angles, and motor drivers calculate […]