Reinforcement Learning, Machine Learning, Deep Learning, Artificial Intelligence.
Off-Policy RL: 1. Policy Update: The policy being learned is detached from the policy generating the data. Data collected from any previous policy iteration can be used to update the current policy. 2. Exploration: Off-policy methods often require a separate exploration strategy, as the agent’s