MEC-A Near-Optimal Online Reinforcement Learning Algorithm for Continuous Deterministic Systems - Zhao, Dongbin; Zhu, Yuanheng (IEEE transaction on neural networks and learning systems, 2015)
Keywords: Algorithm design and analysis; Algorithms; Approximation algorithms; Computer simulation; Dynamical systems; Dynamics; Efficient exploration; Exploration; Heuristic algorithms; Learning; Learning systems; Mathematical analysis; Neural networks; Partitioning algorithms; Policies; Polynomials; probably approximately correct (PAC); reinforcement learning (RL); state aggregation; Upper bound; Efficient exploration; probably approximately correct (PAC); state aggregation; reinforcement learning (RL)