The Emerging Landscape of Explainable AI Planning and Decision Making

26 February 2020

Papers citing "The Emerging Landscape of Explainable AI Planning and Decision Making"

44 / 44 papers shown

Title
Counterfactual Scenarios for Automated Planning Nicola Gigante Francesco Leofante Andrea Micheli 4 0 0 29 Aug 2025
"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Noel Brindise Vijeth Hebbar Riya Shah Cédric Langbort 109 0 0 11 Jun 2025
Explainable Reinforcement Learning Agents Using World Models Madhuri Singh Amal Alabdulkarim Gennie Mansi Mark O. Riedl 82 1 0 12 May 2025
PhysNav-DG: A Novel Adaptive Framework for Robust VLM-Sensor Fusion in Navigation Applications Trisanth Srinivasan Santosh Patapati 146 2 0 03 May 2025
Exploring Inevitable Waypoints for Unsolvability Explanation in Hybrid Planning Problems Mir Md Sajid Sarwar Rajarshi Ray LRM 68 0 0 22 Apr 2025
Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces Yinxu Tang Stylianos Loukas Vasileiou William Yeoh 103 1 0 22 Feb 2025
Challenges in Human-Agent Communication Gagan Bansal J. W. Vaughan Saleema Amershi Eric Horvitz Adam Fourney Hussein Mozannar Victor C. Dibia Daniel S. Weld LLMAG AAML AI4CE 160 6 0 28 Nov 2024
A User Study on Contrastive Explanations for Multi-Effector Temporal Planning with Non-Stationary Costs Xiaowei Liu Kevin McAreavey Weiru Liu 69 0 0 20 Sep 2024
A Transparency Paradox? Investigating the Impact of Explanation Specificity and Autonomous Vehicle Perceptual Inaccuracies on Passengers Daniel Omeiza Raunak P. Bhattacharyya Marina Jirotka Nick Hawes Lars Kunze 75 0 0 16 Aug 2024
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic Ziyan An Hendrik Baier Abhishek Dubey Ayan Mukhopadhyay Meiyi Ma LRM 120 5 0 15 Jul 2024
ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments Sören Schleibaum Lu Feng Sarit Kraus Jörg P. Müller 147 5 0 31 May 2024
Behaviour Planning: A Toolkit for Diverse Planning Mustafa F. Abdelwahed Joan Espasa Alice Toniolo Ian P. Gent 86 0 0 07 May 2024
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness David Fernández Llorca Ronan Hamon Henrik Junklewitz Kathrin Grosse Lars Kunze ... Nick Reed Alexandre Alahi Emilia Gómez Ignacio E. Sánchez Á. Kriston 131 6 0 21 Feb 2024
Explainable AI applications in the Medical Domain: a systematic review Nicoletta Prentzas A. Kakas Constantinos S. Pattichis 106 13 0 10 Aug 2023
Pointwise-in-Time Explanation for Linear Temporal Logic Rules Noel Brindise Cédric Langbort 64 2 0 24 Jun 2023
TOBY: A Tool for Exploring Data in Academic Survey Papers Tathagata Chakraborti Jungkoo Kang Christian Muise S. Sreedharan Michael Walker D. Szafir T. Williams 55 0 0 13 Jun 2023
Explanation through Reward Model Reconciliation using POMDP Tree Search Benjamin Kraske Anshu Saksena A. Buczak Zachary Sunberg FAtt 85 0 0 01 May 2023
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 161 4 0 20 Apr 2023
A System's Approach Taxonomy for User-Centred XAI: A Survey Ehsan Emamirad Pouya Ghiasnezhad Omran A. Haller S. Gregor 109 1 0 06 Mar 2023
Towards Reconciling Usability and Usefulness of Explainable AI Methodologies Pradyumna Tambwekar Matthew C. Gombolay 88 8 0 13 Jan 2023
Logic-Based Explainability in Machine Learning Sasha Rubin LRM XAI 182 48 0 24 Oct 2022
Experiential Explanations for Reinforcement Learning Amal Alabdulkarim Madhuri Singh Gennie Mansi Kaely Hall Mark O. Riedl Mark O. Riedl OffRL 235 4 0 10 Oct 2022
A Causal-based Approach to Explain, Predict and Prevent Failures in Robotic Tasks Maximilian Diehl Karinne Ramirez-Amaro CML 137 27 0 12 Sep 2022
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics Yiqiao Li Jianlong Zhou Sunny Verma Fang Chen XAI 128 41 0 26 Jul 2022
Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios Francisco Cruz Charlotte Young Richard Dazeley Peter Vamplew 78 11 0 07 Jul 2022
Understanding a Robot's Guiding Ethical Principles via Automatically Generated Explanations Benjamin Krarup F. Lindner Senka Krivic D. Long 49 2 0 20 Jun 2022
Explainability in Mechanism Design: Recent Advances and the Road Ahead Sharadhi Alape Suryanarayana David Sarne Sarit Kraus 77 7 0 07 Jun 2022
Beyond Value: CHECKLIST for Testing Inferences in Planning-Based RL Kin-Ho Lam Delyar Tabatabai Jed Irvine Donald Bertucci Anita Ruangrotsakun Minsuk Kahng Alan Fern OffRL 68 1 0 04 Jun 2022
Causal Explanations for Sequential Decision Making Under Uncertainty Samer B. Nashed Saaduddin Mahmud C. V. Goldman S. Zilberstein CML 108 4 0 30 May 2022
Toward Policy Explanations for Multi-Agent Reinforcement Learning Kayla Boggess Sarit Kraus Lu Feng 100 23 0 26 Apr 2022
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions Daniel Omeiza S. Anjomshoae Helena Webb Marina Jirotka Lars Kunze 74 13 0 19 Apr 2022
Why did I fail? A Causal-based Method to Find Explanations for Robot Failures Maximilian Diehl Karinne Ramirez-Amaro 122 35 0 09 Apr 2022
Explainable Decision Making with Lean and Argumentative Explanations Xiuyi Fan Francesca Toni 137 1 0 18 Jan 2022
Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems Devleena Das Been Kim Sonia Chernova 93 11 0 11 Jan 2022
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions Shahin Atakishiyev Mohammad Salameh Hengshuai Yao Randy Goebel 213 157 0 21 Dec 2021
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey Richard Dazeley Peter Vamplew Francisco Cruz 80 67 0 20 Aug 2021
Encoding Compositionality in Classical Planning Solutions Angeline Aguinaldo William Regli CoGe 32 0 0 13 Jul 2021
Argumentative XAI: A Survey Kristijonas vCyras Antonio Rago Emanuele Albini P. Baroni Francesca Toni 84 149 0 24 May 2021
Explainable Autonomous Robots: A Survey and Perspective Tatsuya Sakai Takayuki Nagai 90 71 0 06 May 2021
Explanations in Autonomous Driving: A Survey Daniel Omeiza Helena Webb Marina Jirotka Lars Kunze 171 238 0 09 Mar 2021
Using Explainable Scheduling for the Mars 2020 Rover Mission Jagriti Agrawal Amruta Yelamanchili Steve Ankuo Chien LRM 16 11 0 17 Nov 2020
Provenance-Based Assessment of Plans in Context Scott E. Friedman R. Goldman Richard G. Freedman U. Kuter C. Geib J. Rye 29 1 0 03 Nov 2020
Machine Reasoning Explainability K. Čyras R. Badrinath S. Mohalik A. Mujumdar Alexandros Nikou Alessandro Previti Vaishnavi Sundararajan Aneta Vulgarakis Feljan LRM 107 13 0 01 Sep 2020
Ranking Policy Decisions Hadrien Pouget Hana Chockler Youcheng Sun Daniel Kroening OffRL 61 7 0 31 Aug 2020