Reinforcement Learning, Deep Learning, Machine Learning, Neural Networks, Algorithms.
expected reward using samples from the current policy. Another popular algorithm is the Actor-Critic algorithm, which combines policy gradient with value function estimation. The Actor-Critic algorithm uses a neural network to represent the policy and another neural network to represent the value