- Credit Assignment For Collective Multiagent RL With Global Rewards.
- Duc Thien Nguyen, Akshat Kumar, and Hoong Chuin Lau
- Thirty-Second Conference on Neural Information Processing Systems (NIPS 2018)
- Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm.
- Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau and Rowie Zivan
- To appear in Journal of Artificial Intelligence Research.
- Multiagent Decision Making For Maritime Traffic Management.
- Arambam Singh, Duc Thien Nguyen, Akshat Kumar, and Hoong Chuin Lau
- Thirty-First Conference on Artificial Intelligence (AAAI 2017)
- Policy Gradient With Value Function Approximation For Collective Multiagent Planning .
- Duc Thien Nguyen, Akshat Kumar, and Hoong Chuin Lau
- Thirty-First Conference on Neural Information Processing Systems (NIPS 2017)
- Collective Multiagent Sequential Decision Making Under Uncertainty.
- Duc Thien Nguyen, Akshat Kumar, and Hoong Chuin Lau
- Thirty-First Conference on Artificial Intelligence (AAAI 2017)
- Approximate Inference Using DC Programming For Collective Graphical Models.
- Duc Thien Nguyen, Akshat Kumar, and Hoong Chuin Lau
- AI & Statistics (AISTATS) 2016
- Decomposition techniques for urban consolidation problems.
- Duc Thien Nguyen and Hoong Chuin Lau and Akshat Kumar
- IEEE International Conference on Automation Science and Engineering 2015 (CASE 2015)
- Decentralized Multi-Agent Reinforement Learning in Average-Reward Dynamic DCOPs.
- Duc Thien Nguyen and William Yeoh and Hoong Chuin Lau and Shlomo Zilberstein and Chongjie Zhang
- Twenty-Eighth Conference on Artificial Intelligence (AAAI 2014)
- A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints.
- T. K. Satish Kumar and Duc Thien Nguyen and William Yeoh and Sven Koenig
- Twenty-Eighth Conference on Artificial Intelligence (AAAI 2014)
- Mechanisms for Arranging Ride Sharing and Fare Splitting for Last-Mile Travel Demands (Extended Abstract).
- Shih-Fen Cheng and Duc Thien Nguyen and Hoong Chuin Lau
- Thirteenth International Conference on Autonomous Agents and Multi-Agent Systems Proceeding (AAMAS 2014)
- Reinforcement Learning for Adaptive Operator Selection in Memetic Search Applied to Quadratic Assignment Problem.
- Stephanus Daniel Handoko and Duc Thien Nguyen and Zhi Yuan and Hoong Chuin Lau
- Genetic and Evolutionary Computation Conference (GECCO 2014)
- An Empirical Study of Off-line Configuration and On-line Adaptation in Operation Selector.
- Zhi Yuan and Stephanus Daniel Handoko and Duc Thien Nguyen and Hoong Chuin Lau
- Learning and Intelligent OptimizatioN Conference (LION 8)
- Distributed Gibbs: A Memory-Bounded Sampling-Based DCOP Algorithm.
- Duc Thien Nguyen and William Yeoh and Hoong Chuin Lau
- Twelfth International Conference on Autonomous Agents and Multi-Agent Systems Proceeding (AAMAS 2013)
- Dynamic Stochastic Orienteering Problems for Risk-Aware Applications.
- Lau Hoong Chuin and William Yeoh and Pradeep Varakantham and Duc Thien Nguyen and Huaxing Chen
- Twenty Eighth International Conference on Uncertainty in Artificial Intelligence Proceeding (UAI 2012)
- Stochastic Dominance in Stochastic DCOPs for Risk-Sensitive Applications.
- Duc Thien Nguyen and William Yeoh and Hoong Chuin Lau
- Eleventh International Conference on Autonomous Agents and Multi-Agent Systems Proceeding (AAMAS 2012)
- Heuristic Optimization Algorithms for Terrain Splitting and Mapping Problem.
- Duc Thien Nguyen and Le Hoang Son and Pier Luca Lanzi and Pham Huy Thong
- International Journal of Engineering and Technology (IJET)
- Fair Cost Sharing Auction Mechanisms in Last Mile Ridesharing.
- Duc Thien Nguyen
- Master Thesis