Artificial Intelligence, Reinforcement Learning, Machine Learning, Neural Networks, Markov Chains.
OPTIMAL-VALUE FUNCTIONS The premise of reinforcement learning is maximizing reward- although state-based and action-based learning are imperative for understanding RL and mapping state-action pairs, they may not present the most optimal route. The optimal state-value function, denoted v*(s)