Reinforcement Learning, Deep Learning, Machine Learning, Neural Networks, Algorithms.
in a state-action pair as input and outputs the expected long-term reward of taking that action in that state and following a given policy thereafter. The Q function is a crucial component in many reinforcement learning algorithms, such as Q-learning and SARSA, as it allows the agent to estimate