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 | 375 | 2020 |
A grounded interaction protocol for explainable artificial intelligence P Madumal, T Miller, L Sonenberg, F Vetere arXiv preprint arXiv:1903.02409, 2019 | 129 | 2019 |
Improving interpretability of CNN models using non-negative concept activation vectors R Zhang, P Madumal, T Miller, K Ehinger, B Rubinstein Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021 | 74* | 2021 |
Distal explanations for explainable reinforcement learning agents P Madumal, T Miller, L Sonenberg, F Vetere arXiv preprint arXiv:2001.10284 2, 2020 | 47* | 2020 |
Towards a grounded dialog model for explainable artificial intelligence P Madumal, T Miller, F Vetere, L Sonenberg arXiv preprint arXiv:1806.08055, 2018 | 39 | 2018 |
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 | 27 | 2016 |
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 | 14 | 2019 |
Explainable agency in intelligent agents: Doctoral consortium P Madumal Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 8 | 2019 |
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 | 6 | 2014 |
Explainable reinforcement learning through a causal lens (2019) P Madumal, T Miller, L Sonenberg, F Vetere arXiv preprint arXiv:1905.10958, 1905 | 5 | 1905 |
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 | 4 | 2018 |
Explainable Agency in Reinforcement Learning Agents P Madumal Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13724 …, 2020 | 1 | 2020 |
Interaction design for explainable AI: Workshop proceedings P Madumal, R Singh, J Newn, F Vetere arXiv preprint arXiv:1812.08597, 2018 | 1 | 2018 |
Explainable Reinforcement Learning Through a Causal Lens PMMB Appuhamilage | | 2021 |
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 …, 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 P Madumal, R Singh, J Newn, F Vetere | | 2018 |