Low-rank State-action Value-function Approximation

18 April 2021

Papers citing "Low-rank State-action Value-function Approximation"

8 / 8 papers shown

Title
Solving Finite-Horizon MDPs via Low-Rank Tensors Sergio Rozada Jose Luis Orejuela Antonio G. Marques 75 0 0 17 Jan 2025
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation Devavrat Shah Dogyoon Song Zhi Xu Yuzhe Yang 152 31 0 11 Jun 2020
Harnessing Structures for Value-Based Planning and Reinforcement Learning Yuzhe Yang Guo Zhang Zhi Xu Dina Katabi OffRL 71 33 0 26 Sep 2019
Factorized Q-Learning for Large-Scale Multi-Agent Systems M. Zhou Yong Chen Ying Wen Yaodong Yang Yufeng Su Weinan Zhang Dell Zhang Jun Wang AI4CE 65 68 0 11 Sep 2018
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 223 5,087 0 05 Jun 2016
Value function approximation via low-rank models H. Ong OffRL 94 20 0 31 Aug 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,269 0 19 Dec 2013
In-network Sparsity-regularized Rank Minimization: Algorithms and Applications Morteza Mardani Gonzalo Mateos G. Giannakis 79 76 0 07 Mar 2012