Differentially Private Reinforcement Learning with Self-Play

11 April 2024

Papers citing "Differentially Private Reinforcement Learning with Self-Play"

12 / 12 papers shown

Title
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 68 17 0 19 Oct 2023
Near-Optimal Differentially Private Reinforcement Learning Dan Qiao Yu Wang 48 14 0 09 Dec 2022
Differentially Private Exploration in Reinforcement Learning with Linear Representation Paul Luyo Evrard Garcelon A. Lazaric Matteo Pirotta 72 11 0 02 Dec 2021
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning Weichao Mao Lin F. Yang Kai Zhang Tamer Bacsar 59 57 0 12 Oct 2021
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play Qinghua Liu Tiancheng Yu Yu Bai Chi Jin 64 122 0 04 Oct 2020
Private Reinforcement Learning with PAC and Regret Guarantees G. Vietri Borja Balle A. Krishnamurthy Zhiwei Steven Wu 42 63 0 18 Sep 2020
Model-Based Reinforcement Learning with Value-Targeted Regression Alex Ayoub Zeyu Jia Csaba Szepesvári Mengdi Wang Lin F. Yang OffRL 83 303 0 01 Jun 2020
Locally Private Distributed Reinforcement Learning Hajime Ono Tsubasa Takahashi OffRL 46 23 0 31 Jan 2020
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning Christoph Dann Tor Lattimore Emma Brunskill 72 308 0 22 Mar 2017
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving Shai Shalev-Shwartz Shaked Shammah Amnon Shashua 82 833 0 11 Oct 2016
Private Matchings and Allocations Justin Hsu Zhiyi Huang Aaron Roth Tim Roughgarden Zhiwei Steven Wu 60 97 0 12 Nov 2013
Mechanism Design in Large Games: Incentives and Privacy Michael Kearns Mallesh M. Pai Aaron Roth Jonathan R. Ullman 127 184 0 17 Jul 2012