Reinforcement Learning, Machine Learning, Deep Learning, Artificial Intelligence.
following the current policy. Example of On-Policy RL: Imagine a robotic arm learning to manipulate objects in a cluttered environment. The on-policy approach would involve the robot using its current strategy to pick and place objects. It learns from its successes and failures during this process