Towards designing a generic and comprehensive deep reinforcement learning framework.

Ngoc Duy Nguyen

Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Nhat Truong Pham Hai Nguyen Dang Tu Nguyen Thanh Dang Nguyen Chee Peng Lim Michael Johnstone Asim Bhatti Douglas C. Creighton Saeid Nahavandi Towards designing a generic and comprehensive deep reinforcement learning framework. 2967-2988 2023 53 Appl. Intell. 3 https://doi.org/10.1007/s10489-022-03550-z db/journals/apin/apin53.html#NguyenNPNNNLJBC23

Long H. Nguyen Nhat Truong Pham Van Huong Do Liu Tai Nguyen Thanh Tin Nguyen Hai Nguyen Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Sy Dzung Nguyen Asim Bhatti Chee Peng Lim Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds. 119212 2023 213 Expert Syst. Appl. Part https://doi.org/10.1016/j.eswa.2022.119212 db/journals/eswa/eswa213.html#NguyenPDNNNNNNB23

Nhat Truong Pham Duc Ngoc Minh Dang Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Hai Nguyen Balachandran Manavalan Chee Peng Lim Sy Dzung Nguyen Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition. 120608 2023 November 230 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.120608 db/journals/eswa/eswa230.html#PhamDNNNMLN23

Dev Priya Goel Kushagra Mahajan Ngoc Duy Nguyen Srinivasan Natesan Chee Peng Lim Towards an efficient backbone for preserving features in speech emotion recognition: deep-shallow convolution with recurrent neural network. 2457-2469 2023 35 Neural Comput. Appl. 3 https://doi.org/10.1007/s00521-022-07723-2 db/journals/nca/nca35.html#GoelMNNL23

Arun Kumar Tanya Chauhan Srinivasan Natesan Nhat Truong Pham Ngoc Duy Nguyen Chee Peng Lim Towards an efficient machine learning model for financial time series forecasting. 11329-11339 2023 August 27 Soft Comput. 16 https://doi.org/10.1007/s00500-023-08676-x db/journals/soco/soco27.html#KumarCNPNL23

Thanh Tin Nguyen Nhat Truong Pham Ngoc Duy Nguyen Hai Nguyen Long H. Nguyen Yong-Guk Kim 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). 2022 DE-FACTIFY@AAAI https://ceur-ws.org/Vol-3199/paper12.pdf conf/aaai/2022defactify db/conf/aaai/defactify2022.html#NguyenPNNNK22

Thanh Tin Nguyen Long H. Nguyen Nhat Truong Pham Liu Tai Nguyen Van Huong Do Hai Nguyen Ngoc Duy Nguyen vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM. 2022 abs/2209.01304 CoRR https://doi.org/10.48550/arXiv.2209.01304 db/journals/corr/corr2209.html#abs-2209-01304

Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Peter Vamplew 0001 Richard Dazeley Saeid Nahavandi A Prioritized objective actor-critic method for deep reinforcement learning. 10335-10349 2021 33 Neural Comput. Appl. 16 https://doi.org/10.1007/s00521-021-05795-0 db/journals/nca/nca33.html#NguyenNVDN21

Huu Huong Xuan Nguyen Tran Khanh Dang Ngoc Duy Nguyen A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students' Performance. 23-35 2021 FDSE (CCIS Volume) https://doi.org/10.1007/978-981-16-8062-5_2 conf/fdse/2021ccis db/conf/fdse/fdse2021ccis.html#NguyenDN21 Muhammad Umer Hashmi Ngoc Duy Nguyen Michael Johnstone Kathryn Backholer Asim Bhatti Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. 68-80 2021 FDSE https://doi.org/10.1007/978-3-030-91387-8_5 conf/fdse/2021 db/conf/fdse/fdse2021.html#HashmiNJBB21

Long H. Nguyen Nhat Truong Pham Van Huong Do Liu Tai Nguyen Thanh Tin Nguyen Van Dung Do Hai Nguyen Ngoc Duy Nguyen Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds. 2021 abs/2109.03219 CoRR https://arxiv.org/abs/2109.03219 db/journals/corr/corr2109.html#abs-2109-03219

Thanh Thi Nguyen 0001 Ngoc Duy Nguyen Peter Vamplew 0001 Saeid Nahavandi Richard Dazeley Chee Peng Lim A multi-objective deep reinforcement learning framework. 103915 2020 96 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2020.103915 db/journals/eaai/eaai96.html#NguyenNVNDL20

Thanh Thi Nguyen 0001 Ngoc Duy Nguyen Saeid Nahavandi Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications. 3826-3839 2020 50 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2020.2977374 https://www.wikidata.org/entity/Q90588945 db/journals/tcyb/tcyb50.html#NguyenNN20

Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Saeid Nahavandi A Visual Communication Map for Multi-Agent Deep Reinforcement Learning. 2020 abs/2002.11882 CoRR https://arxiv.org/abs/2002.11882 db/journals/corr/corr2002.html#abs-2002-11882

Ngoc Duy Nguyen Thanh Thi Nguyen 0001 Hai Nguyen Saeid Nahavandi Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework. 2020 abs/2002.11883 CoRR https://arxiv.org/abs/2002.11883 db/journals/corr/corr2002.html#abs-2002-11883

Ngoc Duy Nguyen Thanh Nguyen 0004 Saeid Nahavandi Multi-agent behavioral control system using deep reinforcement learning. 58-68 2019 359 Neurocomputing https://doi.org/10.1016/j.neucom.2019.05.062 https://www.wikidata.org/entity/Q127800189 db/journals/ijon/ijon359.html#NguyenNN19

Thanh Nguyen 0004 Chee Peng Lim Ngoc Duy Nguyen Lee Gordon-Brown Saeid Nahavandi A Review of Situation Awareness Assessment Approaches in Aviation Environments. 3590-3603 2019 13 IEEE Syst. J. 3 https://doi.org/10.1109/JSYST.2019.2918283 https://www.wikidata.org/entity/Q127742144 db/journals/sj/sj13.html#NguyenLNGN19

Thanh Nguyen 0004 Ngoc Duy Nguyen Fernando Bello Saeid Nahavandi A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. 1339-1344 2019 ICIT https://doi.org/10.1109/ICIT.2019.8755235 conf/icit2/2019 db/conf/icit2/icit2019.html#0004NBN19 Thanh Nguyen 0004 Ngoc Duy Nguyen Saeid Nahavandi Multi-Agent Deep Reinforcement Learning with Human Strategies. 1357-1362 2019 ICIT https://doi.org/10.1109/ICIT.2019.8755032 conf/icit2/2019 db/conf/icit2/icit2019.html#0004NN19 Ngoc Duy Nguyen Thanh Nguyen 0004 Saeid Nahavandi Asim Bhatti Glenn Guest Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. 1-7 2019 SysCon https://doi.org/10.1109/SYSCON.2019.8836924 conf/syscon/2019 db/conf/syscon/syscon2019.html#Nguyen0NBG19

Thanh Thi Nguyen 0001 Ngoc Duy Nguyen Fernando Bello Saeid Nahavandi A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting. 2019 abs/1901.03327 CoRR http://arxiv.org/abs/1901.03327 db/journals/corr/corr1901.html#abs-1901-03327

Ngoc Duy Nguyen Thanh Nguyen 0004 Saeid Nahavandi Asim Bhatti Glenn Guest Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery. 2019 abs/1902.05183 CoRR http://arxiv.org/abs/1902.05183 db/journals/corr/corr1902.html#abs-1902-05183

Thanh Nguyen 0004 Ngoc Duy Nguyen Saeid Nahavandi Syed Moshfeq Salaken Amin Khatami A Soft Computing Fusion for River Flow Time Series Forecasting. 1-7 2018 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2018.8491453 conf/fuzzIEEE/2018 db/conf/fuzzIEEE/fuzzIEEE2018.html#NguyenNNSK18 Ngoc Duy Nguyen Saeid Nahavandi Thanh Nguyen 0004 A Human Mixed Strategy Approach to Deep Reinforcement Learning. 4023-4028 2018 SMC https://doi.org/10.1109/SMC.2018.00682 conf/smc/2018 db/conf/smc/smc2018.html#NguyenN018

Thanh Nguyen 0004 Chee Peng Lim Ngoc Duy Nguyen Lee Gordon-Brown Saeid Nahavandi A Review of Situation Awareness Assessment Approaches in Aviation Environments. 2018 abs/1803.08067 CoRR http://arxiv.org/abs/1803.08067 db/journals/corr/corr1803.html#abs-1803-08067

Ngoc Duy Nguyen Saeid Nahavandi Thanh Thi Nguyen 0001 A Human Mixed Strategy Approach to Deep Reinforcement Learning. 2018 abs/1804.01874 CoRR http://arxiv.org/abs/1804.01874 db/journals/corr/corr1804.html#abs-1804-01874

Thanh Nguyen 0004 Ngoc Duy Nguyen Saeid Nahavandi Multi-Agent Deep Reinforcement Learning with Human Strategies. 2018 abs/1806.04562 CoRR http://arxiv.org/abs/1806.04562 db/journals/corr/corr1806.html#abs-1806-04562

Thanh Thi Nguyen 0001 Ngoc Duy Nguyen Saeid Nahavandi Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications. 2018 abs/1812.11794 CoRR http://arxiv.org/abs/1812.11794 db/journals/corr/corr1812.html#abs-1812-11794

Ngoc Duy Nguyen Thanh Nguyen 0004 Saeid Nahavandi System Design Perspective for Human-Level Agents Using Deep Reinforcement Learning: A Survey. 27091-27102 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2777827 db/journals/access/access5.html#NguyenNN17

Ngoc Duy Nguyen Vyacheslav V. Zalyubovskiy Minh Thiep Ha Trong Duc Le Hyunseung Choo Energy-efficient Models for Coverage Problem in Sensor Networks with Adjustable Ranges. 1-28 2012 16 Ad Hoc Sens. Wirel. Networks 1-3 http://www.oldcitypublishing.com/journals/ahswn-home/ahswn-issue-contents/ahswn-volume-16-number-1-3-2012/ahswn-16-1-3-p-1-28/ db/journals/ahswn/ahswn16.html#NguyenZHLC12

Manh Thuong Quan Dao Ngoc Duy Nguyen Vyacheslav V. Zalyubovskiy Hyunseung Choo Employing Energy-Efficient Patterns for Coverage Problem to Extend the Network Lifetime. 148-158 2011 ICCSA (4) https://doi.org/10.1007/978-3-642-21898-9_13 conf/iccsa/2011-4 db/conf/iccsa/iccsa2011-4.html#DaoNZC11 Ngoc Duy Nguyen Dang Tu Nguyen Marc-Aurelien Le Gall Navrati Saxena Hyunseung Choo Greedy Forwarding with Virtual Destination Strategy for Geographic Routing in Wireless Sensor Networks. 217-221 2010 ICCSA Workshops https://doi.org/10.1109/ICCSA.2010.55 https://doi.ieeecomputersociety.org/10.1109/ICCSA.2010.55 conf/iccsa/2010-w db/conf/iccsa/iccsa2010-w.html#NguyenNGSC10 Ngoc Duy Nguyen Vyacheslav V. Zalyubovskiy Minh Thiep Ha Hyunseung Choo Energy-Efficient Models for Coverage Problem Using Sensors with Adjustable Sensing Ranges. 1-6 2010 WCNC https://doi.org/10.1109/WCNC.2010.5506555 conf/wcnc/2010 db/conf/wcnc/wcnc2010.html#NguyenZHC10 Kathryn Backholer Fernando Bello Asim Bhatti Tanya Chauhan Hyunseung Choo Douglas C. Creighton Duc Ngoc Minh Dang Tran Khanh Dang Manh Thuong Quan Dao Richard Dazeley Van Dung Do Van Huong Do Marc-Aurelien Le Gall Dev Priya Goel Lee Gordon-Brown Glenn Guest Minh Thiep Ha Muhammad Umer Hashmi Michael Johnstone Seyed Amin KhatamiAmin Khatami Yong-Guk Kim Arun Kumar Trong Duc Le Chee Peng Lim Kushagra Mahajan Balachandran Manavalan Saeid Nahavandi Srinivasan Natesan Dang Tu Nguyen Hai Nguyen Huu Huong Xuan Nguyen Liu Tai Nguyen Long H. Nguyen Sy Dzung Nguyen Thanh Dang Nguyen Thanh Thi Nguyen 0001Thanh Nguyen 0004 Thanh Tin Nguyen Nhat Truong Pham Syed Moshfeq Salaken Navrati Saxena Peter Vamplew 0001 Vyacheslav V. Zalyubovskiy