TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and
its Application to Reinforcement Learning

TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning

30 April 2022

Konstantin Sozykin

Andrei Chertkov

Papers citing "TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning"

14 / 14 papers shown

Title
Robust Contact-rich Manipulation through Implicit Motor Adaptation Teng Xue Amirreza Razmjoo Suhan Shetty Sylvain Calinon 107 1 0 16 Dec 2024
Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales Alejandro Mata Ali Inigo Perez Delgado Aitor Moreno-Fernandez-de-Leceta 40 0 0 08 Mar 2024
Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition Gleb Ryzhakov Andrei Chertkov Artem Basharin Ivan Oseledets 13 0 0 05 Feb 2024
Tensor product algorithms for inference of contact network from epidemiological data Sergey V. Dolgov D. Savostyanov 23 0 0 26 Jan 2024
Fast gradient-free activation maximization for neurons in spiking neural networks N. Pospelov Andrei Chertkov Maxim Beketov Ivan Oseledets Konstantin Anokhin 32 2 0 28 Dec 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 25 2 0 01 Aug 2023
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations Chong Li Junhua Zeng Chunmei Li C. Caiafa Qianchuan Zhao 27 13 0 25 Apr 2023
Translate your gibberish: black-box adversarial attack on machine translation systems Andrei Chertkov Olga Tsymboi Mikhail Aleksandrovich Pautov Ivan Oseledets AAML 36 3 0 20 Mar 2023
Towards Practical Control of Singular Values of Convolutional Layers Alexandra Senderovich Ekaterina Bulatova Anton Obukhov M. Rakhuba AAML 19 9 0 24 Nov 2022
tntorch: Tensor Network Learning with PyTorch Mikhail (Misha) Usvyatsov R. Ballester-Ripoll Konrad Schindler AI4CE 26 20 0 22 Jun 2022
Tensor Train for Global Optimization Problems in Robotics Suhan Shetty Teguh Santoso Lembono Tobias Löw Sylvain Calinon 15 12 0 10 Jun 2022
Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks Artyom Nikitin Andrei Chertkov R. Ballester-Ripoll Ivan Oseledets Evgeny Frolov 8 10 0 09 May 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 257 4,816 0 24 Feb 2021
Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies D. Hein A. Hentschel Thomas Runkler Steffen Udluft OffRL 28 79 0 19 Oct 2016