Differentially Private Policy Evaluation

Differentially Private Policy Evaluation

7 March 2016

Maziar Gomrokchi

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Papers citing "Differentially Private Policy Evaluation"

17 / 17 papers shown

Title
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning Shijie Liu Andrew C. Cullen Paul Montague S. Erfani Benjamin I. P. Rubinstein OffRL AAML 30 1 0 27 May 2025
Offline Reinforcement Learning with Differential Privacy Dan Qiao Yu Wang OffRL 103 23 0 02 Jun 2022
Privacy-Preserving Reinforcement Learning Beyond Expectation Arezoo Rajabi Bhaskar Ramasubramanian A. Maruf Radha Poovendran OffRL 46 2 0 18 Mar 2022
Differentially Private Reinforcement Learning with Linear Function Approximation Xingyu Zhou 80 26 0 18 Jan 2022
Differentially Private Regret Minimization in Episodic Markov Decision Processes Sayak Ray Chowdhury Xingyu Zhou 69 22 0 20 Dec 2021
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Kritika Prakash Fiza Husain P. Paruchuri Sujit Gujar OffRL 79 11 0 10 Dec 2021
Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes Chonghua Liao Jiafan He Quanquan Gu 72 17 0 19 Oct 2021
Adaptive Control of Differentially Private Linear Quadratic Systems Sayak Ray Chowdhury Xingyu Zhou Ness B. Shroff 73 10 0 26 Aug 2021
Local Differential Privacy for Regret Minimization in Reinforcement Learning Evrard Garcelon Vianney Perchet Ciara Pike-Burke Matteo Pirotta 92 37 0 15 Oct 2020
Private Reinforcement Learning with PAC and Regret Guarantees G. Vietri Borja Balle A. Krishnamurthy Zhiwei Steven Wu 62 63 0 18 Sep 2020
Privacy-Preserving Resilience of Cyber-Physical Systems to Adversaries Bhaskar Ramasubramanian Luyao Niu Andrew Clark L. Bushnell Radha Poovendran 34 6 0 27 Jul 2020
Preventing Imitation Learning with Adversarial Policy Ensembles Albert Zhan Stas Tiomkin Pieter Abbeel 16 3 0 31 Jan 2020
Actor Critic with Differentially Private Critic Jonathan Lebensold William L. Hamilton Borja Balle Doina Precup OffRL 43 9 0 14 Oct 2019
Privacy Preserving Off-Policy Evaluation Tengyang Xie Philip S. Thomas G. Miklau OffRL 46 4 0 01 Feb 2019
Privacy-preserving Q-Learning with Functional Noise in Continuous State Spaces Baoxiang Wang N. Hegde 82 65 0 30 Jan 2019
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 298 1,546 0 25 Jan 2017
Achieving Privacy in the Adversarial Multi-Armed Bandit Aristide C. Y. Tossou Christos Dimitrakakis 81 58 0 16 Jan 2017