Ronal Singh
Ronal Singh
Research Scientist, Data61, CSIRO
Verifierad e-postadress på csiro.au
Citeras av
Citeras av
Combining gaze and AI planning for online human intention recognition
R Singh, T Miller, J Newn, E Velloso, F Vetere, L Sonenberg
Artificial Intelligence 284, 103275, 2020
Directive explanations for actionable explainability in machine learning applications
R Singh, T Miller, H Lyons, L Sonenberg, E Velloso, F Vetere, P Howe, ...
ACM Transactions on Interactive Intelligent Systems, 2023
Designing interactions with intention-aware gaze-enabled artificial agents
J Newn, R Singh, F Allison, P Madumal, E Velloso, F Vetere
IFIP Conference on Human-Computer Interaction, 255-281, 2019
Communication and shared mental models for teams performing interdependent tasks
R Singh, L Sonenberg, T Miller
Coordination, Organizations, Institutions, and Norms in Agent Systems XII …, 2017
Improving model understanding and trust with counterfactual explanations of model confidence
T Le, T Miller, R Singh, L Sonenberg
arXiv preprint arXiv:2206.02790, 2022
A preliminary analysis of interdependence in multiagent systems
R Singh, T Miller, L Sonenberg
PRIMA 2014: Principles and Practice of Multi-Agent Systems: 17th …, 2014
Interaction design for explainable AI: workshop proposal
P Madumal, R Singh, J Newn, F Vetere
Proceedings of the 30th Australian Conference on Computer-Human Interaction …, 2018
Explaining model confidence using counterfactuals
T Le, T Miller, R Singh, L Sonenberg
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11856 …, 2023
Goal Recognition for Deceptive Human Agents through Planning and Gaze
T Le, R Singh, T Miller
Journal of Artificial Intelligence Research 71, 697-732, 2021
LEx: A Framework for Operationalising Layers of Machine Learning Explanations
R Singh, U Ehsan, M Cheong, MO Riedl, T Miller
arXiv preprint arXiv:2104.09612, 2021
Designing for multi-agent collaboration: a shared mental model perspective.
RR Singh
University of Melbourne, Parkville, Victoria, Australia, 2018
Towards a gaze-informed movement intention model for robot-assisted upper-limb rehabilitation
V Crocher, R Singh, J Newn, D Oetomo
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
AI-mediated gaze-based intention recognition for smart eyewear: opportunities & challenges
J Newn, B Tag, R Singh, E Velloso, F Vetere
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
The Effect of Diversity in Counterfactual Machine Learning Explanations
R Tompkins, R Singh, T Miller
Proceedings of the IJCAI 2022 workshop on Explainable Artificial …, 2022
Observing Multiplayer Boardgame Play at a Distance
MJ Rogerson, J Newn, R Singh, E Baillie, M Papasimeon, L Benke, ...
Extended Abstracts of the 2021 Annual Symposium on Computer-Human …, 2021
Collaborative human-agent planning for resilience
R Singh, T Miller, D Reid
International Workshop on Coordination, Organizations, Institutions, Norms …, 2021
Combining implicit gaze and AI for real-time intention projection
J Newn, R Singh, E Velloso, F Vetere
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
Interaction design for explainable AI: Workshop proceedings
P Madumal, R Singh, J Newn, F Vetere
arXiv preprint arXiv:1812.08597, 2018
Explainable agency: human preferences for simple or complex explanations
M Blom, R Singh, T Miller, L Sonenberg, K Trentelman, A Saulwick
arXiv preprint arXiv:2403.12321, 2024
Towards the new XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence
T Le, T Miller, R Singh, L Sonenberg
arXiv preprint arXiv:2402.01292, 2024
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