| Credit assignment for collective multiagent RL with global rewards DT Nguyen, A Kumar, HC Lau Advances in neural information processing systems 31, 2018 | 86 | 2018 |
| Distributed Gibbs: A memory-bounded sampling-based DCOP algorithm DT Nguyen, W Yeoh, HC Lau IFAAMAS, 2013 | 58 | 2013 |
| Policy gradient with value function approximation for collective multiagent planning DT Nguyen, A Kumar, HC Lau Advances in neural information processing systems 30, 2017 | 51 | 2017 |
| Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs DT Nguyen, W Yeoh, HC Lau, S Zilberstein, C Zhang Proceedings of the AAAI conference on artificial intelligence 28 (1), 2014 | 48 | 2014 |
| An auction mechanism for the last-mile deliveries via urban consolidation centre SD Handoko, DT Nguyen, HC Lau 2014 IEEE International Conference on Automation Science and Engineering …, 2014 | 45 | 2014 |
| Distributed Gibbs: A linear-space sampling-based DCOP algorithm DT Nguyen, W Yeoh, HC Lau, R Zivan Journal of Artificial Intelligence Research 64, 705-748, 2019 | 44 | 2019 |
| Collective multiagent sequential decision making under uncertainty DT Nguyen, A Kumar, HC Lau Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 43 | 2017 |
| Dynamic stochastic orienteering problems for risk-aware applications HC Lau, W Yeoh, P Varakantham, DT Nguyen, H Chen arXiv preprint arXiv:1210.4874, 2012 | 40 | 2012 |
| Mechanisms for arranging ride sharing and fare splitting for last-mile travel demands SF Cheng, DT Nguyen, HC Lau AAMAS, 2014 | 35 | 2014 |
| Stochastic dominance in stochastic DCOPs for risk-sensitive applications DT Nguyen, W Yeoh, HC Lau Proceedings of the 11th International Conference on Autonomous Agents and …, 2012 | 31 | 2012 |
| Group optimization to maximize peer assessment accuracy using item response theory and integer programming M Uto, DT Nguyen, M Ueno IEEE Transactions on Learning Technologies 13 (1), 91-106, 2019 | 21 | 2019 |
| Fair cost sharing auction mechanisms in last mile ridesharing DT Nguyen Singapore Management University (Singapore), 2013 | 21 | 2013 |
| Multiagent decision making for maritime traffic management AJ Singh, DT Nguyen, A Kumar, HC Lau Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6171-6178, 2019 | 20 | 2019 |
| A mechanism for organizing last-mile service using non-dedicated fleet SF Cheng, DT Nguyen, HC Lau 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and …, 2012 | 20 | 2012 |
| Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem SD Handoko, DT Nguyen, Z Yuan, HC Lau Proceedings of the companion publication of the 2014 annual conference on …, 2014 | 17 | 2014 |
| Approximate inference using DC programming for collective graphical models T Nguyen, A Kumar, HC Lau, D Sheldon Artificial Intelligence and Statistics, 685-693, 2016 | 16 | 2016 |
| Machine learning for the recognition of emotion in the speech of couples in psychotherapy using the Stanford Suppes Brain Lab Psychotherapy Dataset CE Crangle, R Wang, M Perreau-Guimaraes, MU Nguyen, DT Nguyen, ... arXiv preprint arXiv:1901.04110, 2019 | 12 | 2019 |
| An empirical study of off-line configuration and on-line adaptation in operator selection Z Yuan, SD Handoko, DT Nguyen, HC Lau Learning and Intelligent Optimization: 8th International Conference, Lion 8 …, 2014 | 7 | 2014 |
| Improving law enforcement daily deployment through machine learning-informed optimization under uncertainty JD CHASE, DT Nguyen, H Sun, HC Lau IJCAI, 2019 | 5 | 2019 |
| Decomposition techniques for urban consolidation problems DT Nguyen, HC Lau, A Kumar 2015 IEEE International Conference on Automation Science and Engineering …, 2015 | 5 | 2015 |
