Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees DT Nguyen, KE Kasmarik, HA Abbass arXiv preprint arXiv:2003.04675, 2020 | 26* | 2020 |
Characterization of indicators for adaptive human-swarm teaming A Hussein, L Ghignone, T Nguyen, N Salimi, H Nguyen, M Wang, ... Frontiers in Robotics and AI 9, 16, 2022 | 25* | 2022 |
A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms H Nguyen, T Nguyen, M Garratt, K Kasmarik, M Barlow, S Anavatti, ... 26th International Conference on Neural Information Processing (ICONIP), 2019 | 18 | 2019 |
Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control T Nguyen, H Nguyen, E Debie, K Kasmarik, M Garratt, H Abbass 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 11 | 2018 |
Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding HT Nguyen, T Nguyen, VP Tran, M Garratt, K Kasmarik, S Anavatti, ... arXiv preprint arXiv:2004.11543, 2020 | 8 | 2020 |
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding T Nguyen, J Liu, H Nguyen, K Kasmarik, S Anavatti, M Garratt, H Abbass 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 5 | 2020 |
Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction H Nguyen, V Tran, T Nguyen, M Garratt, K Kasmarik, M Barlow, S Anavatti, ... arXiv preprint arXiv:1810.04344, 2018 | 5 | 2018 |
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-Guidance DT Nguyen, K Kasmarik, H Abbass arXiv preprint arXiv:2204.00272, 2022 | 1 | 2022 |
A Hierarchical Deep Deterministic Policy Gradients for Swarm Navigation THN Nguyen, T Nguyen, DV Nguyen, TH Le The 11th International Conference on Knowledge and Systems Engineering (KSE), 2019 | 1 | 2019 |
Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding DT Nguyen, H Singh, S Elsayed, R Hunjet, HA Abbass 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | | 2023 |
Interpretable Knowledge Transfer in Communicative Neural-based Swarm-Guidance Agents T Nguyen UNSW Sydney, 2022 | | 2022 |
Q-Learning with Differential Entropy of Q-Tables TD Nguyen, KE Kasmarik, HA Abbass arXiv preprint arXiv:2006.14795, 2020 | | 2020 |
K-Line Reinforcement Learning For Context-Aware Bots TDUY NGUYEN The University of New South Wales-Canberra, 2018 | | 2018 |
Development of features set for classification of imagery hand movement - related EEG signals TD Nguyen, NP Pham, BV Pham, HD Vu, TD Nguyen, HT Vu J. Sci. and Tech ISSN 2354-1083 109, 43-48, 2015 | | 2015 |
Thiết kế hệ thống hỗ trợ tập luyện 1 bậc tự do và đo đạc thông số chuyển động ứng dụng cho phục hồi chức năng khớp khuỷu tay TĐ Nguyễn, NP Phạm, HD Vũ, HM Phạm, TD Nguyễn Hội thảo quốc gia 2014 về Điện tử, Truyền thông và Công nghệ thông tin (REV …, 2014 | | 2014 |