On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks

19 May 2024

Papers citing "On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks"

4 / 4 papers shown

Title
Improved Scalable Lipschitz Bounds for Deep Neural Networks U. Syed Bin Hu BDL 54 0 0 18 Mar 2025
Monotone, Bi-Lipschitz, and Polyak-Lojasiewicz Networks Ruigang Wang Krishnamurthy Dvijotham I. Manchester 11 5 0 02 Feb 2024
$Improve Robustness of Reinforcement Learning against Observation Perturbations via $l_\infty$ Lipschitz Policy Networks$ Improve Robustness of Reinforcement Learning against Observation Perturbations via $l_\infty$ Lipschitz Policy Networks Buqing Nie Jingtian Ji Yangqing Fu Yue Gao 27 4 0 14 Dec 2023
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning N. Rudin David Hoeller Philipp Reist Marco Hutter 110 541 0 24 Sep 2021