Ronal Singh

According to our database, Ronal Singh authored at least 25 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Actionability Assessment Tool for Explainable AI.

Ronal Singh, Tim Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere, Piers Howe, Paul Dourish

CoRR, 2024

Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence.

Thao Le, Tim Miller, Ruihan Zhang, Liz Sonenberg, Ronal Singh

CoRR, 2024

Explainable agency: human preferences for simple or complex explanations.

Michelle L. Blom, Ronal Singh, Tim Miller, Liz Sonenberg, Kerry Trentelman, Adam Saulwick

CoRR, 2024

Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence.

Thao Le, Tim Miller, Liz Sonenberg, Ronal Singh

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Directive Explanations for Actionable Explainability in Machine Learning Applications.

Ronal Singh, Tim Miller, Henrietta Lyons, Liz Sonenberg, Eduardo Velloso, Frank Vetere, Piers Howe, Paul Dourish

ACM Trans. Interact. Intell. Syst., December, 2023

Metrics for Evaluating Actionability in Explainable AI.

Hissah Alotaibi, Ronal Singh

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

Explaining Model Confidence Using Counterfactuals.

Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence.

Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg

CoRR, 2022

2021

Goal Recognition for Deceptive Human Agents through Planning and Gaze.

Thao Le, Ronal Singh, Tim Miller

J. Artif. Intell. Res., 2021

LEx: A Framework for Operationalising Layers of Machine Learning Explanations.

Ronal Singh, Upol Ehsan, Marc Cheong, Mark O. Riedl, Tim Miller

CoRR, 2021

Directive Explanations for Actionable Explainability in Machine Learning Applications.

Ronal Rajneshwar Singh, Paul Dourish, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere

CoRR, 2021

Towards a Gaze-Informed Movement Intention Model for Robot-Assisted Upper-Limb Rehabilitation.

Vincent Crocher, Ronal Singh, Joshua Newn, Denny Oetomo

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Collaborative Human-Agent Planning for Resilience.

Ronal Singh, Tim Miller, Darryn Reid

Proceedings of the Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XIV, 2021

Observing Multiplayer Boardgame Play at a Distance.

Melissa J. Rogerson, Joshua Newn, Ronal Singh, Emma Baillie, Michael Papasimeon, Lyndon Benke, Tim Miller

Proceedings of the CHI PLAY '21: The Annual Symposium on Computer-Human Interaction in Play, 2021

2020

Combining gaze and AI planning for online human intention recognition.

Ronal Rajneshwar Singh, Tim Miller, Joshua Newn, Eduardo Velloso, Frank Vetere, Liz Sonenberg

Artif. Intell., 2020

2019

Designing Interactions with Intention-Aware Gaze-Enabled Artificial Agents.

Joshua Newn, Ronal Rajneshwar Singh, Fraser Allison, Prashan Madumal, Eduardo Velloso, Frank Vetere

Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

AI-mediated gaze-based intention recognition for smart eyewear: opportunities & challenges.

Joshua Newn, Benjamin Tag, Ronal Rajneshwar Singh, Eduardo Velloso, Frank Vetere

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Combining implicit gaze and AI for real-time intention projection.

Joshua Newn, Ronal Rajneshwar Singh, Eduardo Velloso, Frank Vetere

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018

Designing for multi-agent collaboration: a shared mental model perspective.

Ronal Rajneshwar Singh

PhD thesis, 2018

Interaction Design for Explainable AI: Workshop Proceedings.

Prashan Madumal, Ronal Rajneshwar Singh, Joshua Newn, Frank Vetere

CoRR, 2018

Interaction design for explainable AI: workshop proposal.

Prashan Madumal, Ronal Rajneshwar Singh, Joshua Newn, Frank Vetere

Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Combining Planning with Gaze for Online Human Intention Recognition.

Ronal Rajneshwar Singh, Tim Miller, Joshua Newn, Liz Sonenberg, Eduardo Velloso, Frank Vetere

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016

Communication and Shared Mental Models for Teams Performing Interdependent Tasks.

Ronal Rajneshwar Singh, Liz Sonenberg, Tim Miller

Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems XII, 2016

2014

A Preliminary Analysis of Interdependence in Multiagent Systems.

Ronal Rajneshwar Singh, Tim Miller, Liz Sonenberg

Proceedings of the PRIMA 2014: Principles and Practice of Multi-Agent Systems, 2014

2013

Obstacle avoidance via social mediation in cooperative payload transportation.

Ronal Singh, Sunil Lal, Jito Vanualailai

Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013