A User Study on Explainable Online Reinforcement Learning for Adaptive
Systems

A User Study on Explainable Online Reinforcement Learning for Adaptive Systems

9 July 2023

Andreas Metzger

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Papers citing "A User Study on Explainable Online Reinforcement Learning for Adaptive Systems"

16 / 16 papers shown

Title
Explaining Online Reinforcement Learning Decisions of Self-Adaptive Systems Felix Feit Andreas Metzger Klaus Pohl 41 10 0 12 Oct 2022
A Meta Reinforcement Learning-based Approach for Self-Adaptive System Mingyue Zhang Jialong Li Haiyan Zhao Kenji Tei S. Honiden Zhi Jin 35 5 0 11 May 2021
GLocalX -- From Local to Global Explanations of Black Box AI Models Mattia Setzu Riccardo Guidotti A. Monreale Franco Turini D. Pedreschi F. Giannotti 82 120 0 19 Jan 2021
Explainability in Deep Reinforcement Learning Alexandre Heuillet Fabien Couthouis Natalia Díaz Rodríguez XAI 182 282 0 15 Aug 2020
A systematic review and taxonomy of explanations in decision support and recommender systems Ingrid Nunes Dietmar Jannach XAI 50 330 0 15 Jun 2020
Explainable Reinforcement Learning: A Survey Erika Puiutta Eric M. S. P. Veith XAI 71 248 0 13 May 2020
Interestingness Elements for Explainable Reinforcement Learning: Understanding Agents' Capabilities and Limitations Pedro Sequeira Melinda Gervasio 66 105 0 19 Dec 2019
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 75 443 0 26 Sep 2019
Feature-Model-Guided Online Learning for Self-Adaptive Systems Andreas Metzger Clément Quinton Z. Mann Luciano Baresi Klaus Pohl TTA 21 24 0 22 Jul 2019
The Challenge of Crafting Intelligible Intelligence Daniel S. Weld Gagan Bansal 56 244 0 09 Mar 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 146 3,970 0 06 Feb 2018
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 252 4,273 0 22 Jun 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 122 2,451 0 15 May 2017
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems Tao Chen Rami Bahsoon Xin Yao 63 104 0 12 Sep 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,033 0 16 Feb 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 172 7,662 0 22 Sep 2015

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