A Survey of Actor-Critic Reinforcement Learning: Standard and Natural Policy Gradients - Grondman, I.; Busoniu, L.; Lopes, G. A. D.; Babuska, R. (IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews, 2012)
Keywords: Actor-critic; Algorithmics. Computability. Computer arithmetics; Algorithms; Applied sciences; Approximation algorithms; Approximation methods; Artificial intelligence; Automatic; Automatic Control Engineering; Computer Science; Computer science; control theory; systems; Control theory. Systems; Convergence; Engineering Sciences; Equations; Estimates; Exact sciences and technology; Learning; Machine Learning; natural gradient; Optimization; Policies; policy gradient; Power control; Reinforcement; reinforcement learning (RL); Robotics; Searching; Theoretical computing; Concept learning; Action; Gradient; Finance; Reinforcement learning; Optimal policy; policy gradient; Algorithmics; Actor-critic; State space; State space method; Function approximation; Robotics; Variance; reinforcement learning (RL); Search algorithm; Gradient descent; natural gradient; Biomimetics; Power control; Learning algorithm; Artificial intelligence; actor-critic; reinforcement learning