Task Specification

The method used to communicate what task a robot should perform. Specifications include: reward functions (RL), demonstrations (imitation learning), goal images, natural language instructions (VLA), and formal task descriptions (PDDL). The choice of task specification determines what the robot can generalize to and how easily new tasks can be specified.