Explainability in Human-Agent Systems

17 April 2019

Papers citing "Explainability in Human-Agent Systems"

18 / 18 papers shown

Title
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI) Timo Speith Markus Langer 26 12 0 26 Jul 2023
Introspection-based Explainable Reinforcement Learning in Episodic and Non-episodic Scenarios Niclas Schroeter Francisco Cruz S. Wermter 20 2 0 23 Nov 2022
Justifying Social-Choice Mechanism Outcome for Improving Participant Satisfaction Sharadhi Alape Suryanarayana David Sarne Bar-Ilan 11 7 0 24 May 2022
Supporting Serendipitous Discovery and Balanced Analysis of Online Product Reviews with Interaction-Driven Metrics and Bias-Mitigating Suggestions Mahmood Jasim C. Collins Ali Sarvghad Narges Mahyar 9 11 0 13 Feb 2022
Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence Kacper Sokol Peter A. Flach 33 20 0 29 Dec 2021
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System Tiago Dias Nuno Oliveira Norberto Sousa Isabel Praça Orlando Sousa AAML 9 17 0 19 Nov 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 119 355 0 04 Oct 2021
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations Upol Ehsan Samir Passi Q. V. Liao Larry Chan I-Hsiang Lee Michael J. Muller Mark O. Riedl 29 85 0 28 Jul 2021
Explainable Autonomous Robots: A Survey and Perspective Tatsuya Sakai Takayuki Nagai 20 67 0 06 May 2021
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research Markus Langer Daniel Oster Timo Speith Holger Hermanns Lena Kästner Eva Schmidt Andreas Sesing Kevin Baum XAI 62 416 0 15 Feb 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 37 169 0 13 Jan 2021
Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges Christoph Molnar Giuseppe Casalicchio B. Bischl AI4TS AI4CE 15 397 0 19 Oct 2020
Applying Transparency in Artificial Intelligence based Personalization Systems Laura Schelenz A. Segal Y. Gal 15 9 0 02 Apr 2020
Explainable Agents Through Social Cues: A Review Sebastian Wallkötter Silvia Tulli Ginevra Castellano Ana Paiva Mohamed Chetouani 17 13 0 11 Mar 2020
AI safety: state of the field through quantitative lens Mislav Juric A. Sandic Mario Brčič 18 24 0 12 Feb 2020
Interpretable Models for Understanding Immersive Simulations Nicholas Hoernle Yaákov Gal Barbara J. Grosz Leilah Lyons Ada Ren Andee Rubin 11 4 0 24 Sep 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Comparing Bayesian Network Classifiers Jie Cheng Russell Greiner BDL 144 460 0 23 Jan 2013