Partial Observability

A setting where the robot's policy cannot observe the full system state — some state information is hidden. Real robot tasks are partially observable: object poses behind other objects, internal forces, and environment properties not directly sensed. POMDPs (Partially Observable MDPs) model this; recurrent policies and history-conditioned policies handle partial observability.