Reinforcement Learning, Deep Learning, Machine Learning, Neural Networks, Algorithms.
function by directly optimizing the objective function that measures the expected cumulative reward obtained by following the policy. The policy function maps states to actions, and the goal of the algorithm is to find the policy that maximizes the expected cumulative reward over a long-term