Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning

10 October 2023

Papers citing "Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning"

7 / 7 papers shown

Title
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems Yue Kang Cho-Jui Hsieh T. C. Lee 37 18 0 14 Jan 2024
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition Yash Chandak S. Thakoor Z. Guo Yunhao Tang Rémi Munos Will Dabney Diana Borsa 13 2 0 01 May 2023
Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms Mohsen Bayati Junyu Cao Wanning Chen 27 3 0 01 Oct 2022
Online Low Rank Matrix Completion Prateek Jain S. Pal 42 9 0 08 Sep 2022
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 102 78 0 14 Feb 2021
Decoupling Representation Learning from Reinforcement Learning Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin SSL DRL 284 341 0 14 Sep 2020
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 112 194 0 07 Feb 2020