The Utility of Explainable AI in Ad Hoc Human-Machine Teaming

The Utility of Explainable AI in Ad Hoc Human-Machine Teaming

8 September 2022

Rohan R. Paleja

Nadun R. Arachchige

Matthew C. Gombolay

Papers citing "The Utility of Explainable AI in Ad Hoc Human-Machine Teaming"

12 / 12 papers shown

Title
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems Rohan R. Paleja Michael Munje K. Chang Reed Jensen Matthew C. Gombolay 39 2 0 07 Jun 2024
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration Julian Rodemann Federico Croppi Philipp Arens Yusuf Sale J. Herbinger B. Bischl Eyke Hüllermeier Thomas Augustin Conor J. Walsh Giuseppe Casalicchio 46 7 0 07 Mar 2024
Interpretable Reinforcement Learning for Robotics and Continuous Control Rohan R. Paleja Letian Chen Yaru Niu Andrew Silva Zhaoxin Li ... K. Chang H. E. Tseng Yan Wang S. Nageshrao Matthew C. Gombolay 31 7 0 16 Nov 2023
The Effect of Robot Skill Level and Communication in Rapid, Proximate Human-Robot Collaboration Kin Man Lee Arjun Krishna Z. Zaidi Rohan R. Paleja Letian Chen Erin Hedlund-Botti Mariah L. Schrum Matthew C. Gombolay 21 13 0 07 Apr 2023
Towards Reconciling Usability and Usefulness of Explainable AI Methodologies Pradyumna Tambwekar Matthew C. Gombolay 28 8 0 13 Jan 2023
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman R. Batista-Navarro 18 5 0 10 Nov 2022
Painting the black box white: experimental findings from applying XAI to an ECG reading setting F. Cabitza M. Cameli Andrea Campagner Chiara Natali Luca Ronzio 29 9 0 27 Oct 2022
Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach Samuel Westby Christoph Riedl LLMAG 29 23 0 24 Aug 2022
Strategy Discovery and Mixture in Lifelong Learning from Heterogeneous Demonstration Sravan Jayanthi Letian Chen Matthew C. Gombolay 27 0 0 14 Feb 2022
Learning Interpretable, High-Performing Policies for Autonomous Driving Rohan R. Paleja Yaru Niu Andrew Silva Chace Ritchie Sugju Choi Matthew C. Gombolay 19 16 0 04 Feb 2022
Towards an AI Coach to Infer Team Mental Model Alignment in Healthcare Sangwon Seo Lauren R. Kennedy-Metz M. Zenati J. Shah R. Dias Vaibhav Unhelkar 112 21 0 17 Feb 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 254 3,684 0 28 Feb 2017