Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled
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Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems

27 October 2022

Lionel C. Briand

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Papers citing "Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems"

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Title
PCLA: A Framework for Testing Autonomous Agents in the CARLA Simulator Masoud Jamshidiyan Tehrani Jinhan Kim Paolo Tonella 485 0 0 12 Mar 2025
Multi-Modal Fusion Transformer for End-to-End Autonomous Driving Aditya Prakash Kashyap Chitta Andreas Geiger ViT 110 533 0 19 Apr 2021
Can Offline Testing of Deep Neural Networks Replace Their Online Testing? Fitash Ul Haq Donghwan Shin S. Nejati Lionel C. Briand OffRL 65 41 0 26 Jan 2021
Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing Vincenzo Riccio Paolo Tonella AAML 53 133 0 06 Jul 2020
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation Runzhe Yang Xingyuan Sun Karthik Narasimhan 82 257 0 21 Aug 2019
Adaptive Stress Testing with Reward Augmentation for Autonomous Vehicle Validation Anthony Corso Peter Du Katherine Driggs-Campbell Mykel J. Kochenderfer 59 98 0 02 Aug 2019
Machine Learning Testing: Survey, Landscapes and Horizons Jie M. Zhang Mark Harman Lei Ma Yang Liu VLM AILaw 92 753 0 19 Jun 2019
Adaptive Stress Testing for Autonomous Vehicles Mark Koren Saud Alsaif Ritchie Lee Mykel J. Kochenderfer 61 196 0 05 Feb 2019
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 161 5,219 0 10 Nov 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 141 2,830 0 19 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 827 132,725 0 12 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015