A Variance Minimization Approach to Temporal-Difference Learning

Xingguo Chen, Yu Gong, Shangdong Yang +1

Fast-converging algorithms are a contemporary requirement in reinforcement learning. In the context of linear function approximation, the magnitude of the smallest eigenvalue of th…