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TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning.
Konstantin Sozykin
Andrei Chertkov
Roman Schutski
Anh Huy Phan
Andrzej Cichocki
Ivan V. Oseledets
Published in:
CoRR (2022)
Keyphrases
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reinforcement learning
global optimization
state space
model free
optimization algorithm
optimization method
higher order
function approximation
markov decision processes
robotic control
high order
transfer learning
machine learning
neural network
optimization methods
optimization process
dimensionality reduction