Prashan Madumal
Prashan Madumal
School of Computing and Information Systems, The University of Melbourne
Geverifieerd e-mailadres voor student.unimelb.edu.au
Titel
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Explainable reinforcement learning through a causal lens
P Madumal, T Miller, L Sonenberg, F Vetere
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 2493-2500, 2020
402020
A grounded interaction protocol for explainable artificial intelligence
P Madumal, T Miller, L Sonenberg, F Vetere
arXiv preprint arXiv:1903.02409, 2019
262019
Towards a grounded dialog model for explainable artificial intelligence
P Madumal, T Miller, F Vetere, L Sonenberg
arXiv preprint arXiv:1806.08055, 2018
162018
Adaptive event tree-based hybrid CEP computational model for Fog computing architecture
MBAP Madumal, DAS Atukorale, T Usoof
2016 Sixteenth International Conference on Advances in ICT for Emerging …, 2016
142016
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
82019
Explainable agency in intelligent agents: Doctoral consortium
P Madumal
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
42019
Indoor navigation framework for mapping and localization of multiple robotic wheelchairs
Y Lokuge, P Madumal, T Kumara, N Ranasinghe
2014 5th International Conference on Intelligent Systems, Modelling and …, 2014
42014
Distal Explanations for Explainable Reinforcement Learning Agents
P Madumal, T Miller, L Sonenberg, F Vetere
arXiv preprint arXiv:2001.10284, 2020
32020
Explainable reinforcement learning through a causal lens. CoRR abs/1905.10958 (2019)
P Madumal, T Miller, L Sonenberg, F Vetere
31905
Improving Interpretability of CNN Models Using Non-Negative Concept Activation Vectors
R Zhang, P Madumal, T Miller, K Ehinger, B Rubinstein
arXiv preprint arXiv:2006.15417, 2020
2020
Explainable Agency in Reinforcement Learning Agents
P Madumal
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13724 …, 2020
2020
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
2018
Interaction Design for Explainable AI
P Madumal, R Singh, J Newn, F Vetere
2018
Nonverbal Communication in Human-AI Interaction: Opportunities and Challenges
J Newn, R Singh, F Allison, P Madumal, E Velloso, F Vetere
Human Computer Interaction and Emerging Technologies: Adjunct Proceedings …, 0
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Artikelen 1–14