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CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 24 Jan 2025 English Publisher:USENIX Association
Authors: Wang, Derui; Moore, Kristen; Goel, Diksha; Kim, Minjune; Li, Gang; Li, Yang; Ram Mohan Doss, Robin; +4 Authors

doi: 10.5281/zenodo.14729674 , 10.5281/zenodo.15104924 , 10.5281/zenodo.14729675

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization

Abstract

This is the source code of our paper "CAMP in the Odyssey - Provably Robust Reinforcement Learning with Certified Radius Maximization". A README file containing detailed instructions on code execution steps is included.

Related Organizations
Keywords

Adversarial robustness, Reinforcement learning, Certified robustness, DQN

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average