Reinforcement Learning and Dynamic Programming Using Function Approximators - Busoniu, Lucian; Babuska, Robert; De Schutter, Bart; Ernst, Damien (CRC Press, 2010)
Keywords: Computer science; Digital control systems; Dynamic programming; Engineering, computing & technology; Ingénierie, informatique & technologie; Sciences informatiques; Approximate Policy; Policy Search; Parameter Vector; Execution Time; RL Method; Bellman Optimality Equation; Reward Function; Fuzzy Approximator; Inverted Pendulum; Continuous Action Control; Pi; Approximate DP; Bellman Equation; Inverted Pendulum Problem; Policy Improvement Step; DC Motor; Policy Iteration Algorithms; State Action Pair; Stochastic Case; Triangular MFs; Cross-entropy Method; Fuzzy Partition; RL Algorithm; Policy Improvement; Deterministic Case