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Ngoc Duy Nguyen
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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
8872020
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
1232019
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
1182020
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
1052017
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
842021
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
382019
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
332019
Multi-agent behavioral control system using deep reinforcement learning
ND Nguyen, T Nguyen, S Nahavandi
Neurocomputing 359, 58-68, 2019
262019
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
212012
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
152021
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
142018
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
112019
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
82023
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
82022
A visual communication map for multi-agent deep reinforcement learning
ND Nguyen, TT Nguyen, D Creighton, S Nahavandi
arXiv preprint arXiv:2002.11882, 2020
82020
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
62011
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
62010
Greedy forwarding with virtual destination strategy for geographic routing in wireless sensor networks
ND Nguyen, DT Nguyen, MA Le Gall, N Saxena, H Choo
2010 International Conference on Computational Science and Its Applications …, 2010
62010
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
52023
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
52022
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