| Deep reinforcement learning for multiagent systems: A review of challenges, solutions, and applications TT Nguyen, ND Nguyen, S Nahavandi IEEE transactions on cybernetics 50 (9), 3826-3839, 2020 | 1160 | 2020 |
| A review of situation awareness assessment approaches in aviation environments T Nguyen, CP Lim, ND Nguyen, L Gordon-Brown, S Nahavandi IEEE Systems Journal 13 (3), 3590-3603, 2019 | 175 | 2019 |
| A multi-objective deep reinforcement learning framework TT Nguyen, ND Nguyen, P Vamplew, S Nahavandi, R Dazeley, CP Lim Engineering Applications of Artificial Intelligence 96, 103915, 2020 | 151 | 2020 |
| System design perspective for human-level agents using deep reinforcement learning: A survey ND Nguyen, T Nguyen, S Nahavandi IEEE Access 5, 27091-27102, 2017 | 121 | 2017 |
| Genomic mutations and changes in protein secondary structure and solvent accessibility of SARS-CoV-2 (COVID-19 virus) TT Nguyen, PN Pathirana, T Nguyen, QVH Nguyen, A Bhatti, DC Nguyen, ... Scientific Reports 11 (1), 3487, 2021 | 89 | 2021 |
| Manipulating soft tissues by deep reinforcement learning for autonomous robotic surgery ND Nguyen, T Nguyen, S Nahavandi, A Bhatti, G Guest 2019 IEEE International Systems Conference (SysCon), 1-7, 2019 | 54 | 2019 |
| A new tensioning method using deep reinforcement learning for surgical pattern cutting T Nguyen, ND Nguyen, F Bello, S Nahavandi 2019 IEEE international conference on industrial technology (ICIT), 1339-1344, 2019 | 43 | 2019 |
| Multi-agent behavioral control system using deep reinforcement learning ND Nguyen, T Nguyen, S Nahavandi Neurocomputing 359, 58-68, 2019 | 30 | 2019 |
| Energy-efficient Models for Coverage Problem in Sensor Networks with Adjustable Ranges. ND Nguyen, VV Zalyubovskiy, MT Ha, TD Le, H Choo Ad Hoc Sens. Wirel. Networks 16 (1-3), 1-28, 2012 | 21 | 2012 |
| A prioritized objective actor-critic method for deep reinforcement learning ND Nguyen, TT Nguyen, P Vamplew, R Dazeley, S Nahavandi Neural Computing and Applications 33, 10335-10349, 2021 | 19 | 2021 |
| Multi-agent deep reinforcement learning with human strategies T Nguyen, ND Nguyen, S Nahavandi 2019 IEEE International Conference on Industrial Technology (ICIT), 1357-1362, 2019 | 18 | 2019 |
| Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds LH Nguyen, NT Pham, LT Nguyen, TT Nguyen, H Nguyen, ND Nguyen, ... Expert Systems with Applications 213, 119212, 2023 | 16 | 2023 |
| A human mixed strategy approach to deep reinforcement learning ND Nguyen, S Nahavandi, T Nguyen 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 16 | 2018 |
| Machine learning imaging applications in the differentiation of true tumour progression from treatment‐related effects in brain tumours: A systematic review and meta‐analysis A Bhandari, R Marwah, J Smith, D Nguyen, A Bhatti, CP Lim, A Lasocki Journal of Medical Imaging and Radiation Oncology 66 (6), 781-797, 2022 | 14 | 2022 |
| HCILab at Memotion 2.0 2022: Analysis of Sentiment, Emotion and Intensity of Emotion Classes from Meme Images using Single and Multi Modalities (short paper). TT Nguyen, NT Pham, ND Nguyen, H Nguyen, LH Nguyen, YG Kim DE-FACTIFY@ AAAI, 2022 | 10 | 2022 |
| A visual communication map for multi-agent deep reinforcement learning ND Nguyen, TT Nguyen, D Creighton, S Nahavandi arXiv preprint arXiv:2002.11882, 2020 | 9 | 2020 |
| Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network DP Goel, K Mahajan, ND Nguyen, N Srinivasan, CP Lim Neural Computing and Applications 35 (3), 2457-2469, 2023 | 7 | 2023 |
| Review, analysis and design of a comprehensive deep reinforcement learning framework ND Nguyen, TT Nguyen, H Nguyen, D Creighton, S Nahavandi arXiv preprint arXiv:2002.11883, 2020 | 6 | 2020 |
| An Energy-efficient Coverage Pattern of WSNs for High Rate Data Transmissions MTQ Dao, ND Nguyen, V Zalyubovskiy, H Choo Proceedings of the International Conference on Wireless Networks (ICWN), 1, 2011 | 6 | 2011 |
| Energy-efficient models for coverage problem using sensors with adjustable sensing ranges ND Nguyen, V Zalyubovskiy, MT Ha, H Choo 2010 IEEE Wireless Communication and Networking Conference, 1-6, 2010 | 6 | 2010 |
