cs.LG, math.PR, stat.ML

Gaussian Approximation for Asynchronous Q-learning

arXiv:2604.07323v1 Announce Type: new
Abstract: In this paper, we derive rates of convergence in the high-dimensional central limit theorem for Polyak-Ruppert averaged iterates generated by the asynchronous Q-learning algorithm with a polynomial steps…