Differentially Private Exploration in Reinforcement Learning with Linear Representation

2 December 2021

Papers citing "Differentially Private Exploration in Reinforcement Learning with Linear Representation"

10 / 10 papers shown

Title
Towards Optimal Differentially Private Regret Bounds in Linear MDPs Sharan Sahu 60 0 0 12 Apr 2025
Privacy Preserving Reinforcement Learning for Population Processes Samuel Yang-Zhao Kee Siong Ng 34 1 0 25 Jun 2024
Differentially Private Reinforcement Learning with Self-Play Dan Qiao Yu Wang 38 0 0 11 Apr 2024
Distributed Differential Privacy in Multi-Armed Bandits Sayak Ray Chowdhury Xingyu Zhou 30 12 0 12 Jun 2022
Offline Reinforcement Learning with Differential Privacy Dan Qiao Yu Wang OffRL 41 23 0 02 Jun 2022
Improved Regret for Differentially Private Exploration in Linear MDP Dung Daniel Ngo G. Vietri Zhiwei Steven Wu 27 8 0 02 Feb 2022
Differentially Private Reinforcement Learning with Linear Function Approximation Xingyu Zhou 33 25 0 18 Jan 2022
Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes Chonghua Liao Jiafan He Quanquan Gu 27 17 0 19 Oct 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021
Mechanism Design in Large Games: Incentives and Privacy Michael Kearns Mallesh M. Pai Aaron Roth Jonathan R. Ullman 90 182 0 17 Jul 2012