Center of Artificial Intelligence Technology, Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia; Artificial Intelligence Research Institute (AIRI), Moscow, Russia; RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan; Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej S CICHOCKI, Ivan Oseledets
Black-box;Optimization;Reinforcement Learning;Tensor Train;Cross approximation;Maximum Volume;Quantized networks
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning