Lau, Hoong Chuin

26 publications

NeurIPS 2025 Probing Neural Combinatorial Optimization Models Zhiqin Zhang, Yining Ma, Zhiguang Cao, Hoong Chuin Lau

IJCAI 2024 Fuel-Saving Route Planning with Data-Driven and Learning-Based Approaches - A Systematic Solution for Harbor Tugs Shengming Wang, Xiaocai Zhang, Jing Li, Xiaoyang Wei, Hoong Chuin Lau, Bing Tian Dai, Binbin Huang, Zhe Xiao, Xiuju Fu, Zheng Qin

IJCAI 2023 Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning Waldy Joe, Hoong Chuin Lau

IJCAI 2019 Decision Making for Improving Maritime Traffic Safety Using Constraint Programming Saumya Bhatnagar, Akshat Kumar, Hoong Chuin Lau

JAIR 2019 Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Roie Zivan

IJCAI 2019 Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization Under Uncertainty Jonathan Chase, Duc Thien Nguyen, Haiyang Sun, Hoong Chuin Lau

AAAI 2019 Multiagent Decision Making for Maritime Traffic Management Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

NeurIPS 2018 Credit Assignment for Collective Multiagent RL with Global Rewards Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

AAAI 2018 Resource-Constrained Scheduling for Maritime Traffic Management Lucas Agussurja, Akshat Kumar, Hoong Chuin Lau

AAAI 2017 Collective Multiagent Sequential Decision Making Under Uncertainty Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

NeurIPS 2017 Policy Gradient with Value Function Approximation for Collective Multiagent Planning Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

AAAI 2016 A Proactive Sampling Approach to Project Scheduling Under Uncertainty Pradeep Varakantham, Na Fu, Hoong Chuin Lau

AAAI 2016 Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics Lucas Agussurja, Hoong Chuin Lau, Shih-Fen Cheng

AISTATS 2016 Approximate Inference Using DC Programming for Collective Graphical Models Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau, Daniel Sheldon

AAAI 2015 Algorithm Selection via Ranking Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau

AAAI 2015 Risk Based Optimization for Improving Emergency Medical Systems Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau

IJCAI 2015 Towards City-Scale Mobile Crowdsourcing: Task Recommendations Under Trajectory Uncertainties Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau, Archan Misra

AAAI 2014 Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang

IJCAI 2013 A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning Hoong Chuin Lau, Lucas Agussurja, Shih-Fen Cheng, Pang Jin Tan

UAI 2012 Dynamic Stochastic Orienteering Problems for Risk-Aware Applications Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen

JAIR 2012 Robust Local Search for Solving RCPSP/max with Durational Uncertainty Na Fu, Hoong Chuin Lau, Pradeep Varakantham, Fei Xiao

UAI 2012 Toward Large-Scale Agent Guidance in an Urban Taxi Service Lucas Agussurja, Hoong Chuin Lau

AAAI 2008 A Hybrid Approach to Convoy Movement Planning in an Urban City Ramesh Thangarajoo, Lucas Agussurja, Hoong Chuin Lau

AAAI 2004 Transport Logistics Planning with Service-Level Constraints Hoong Chuin Lau, Kien Ming Ng, Xiaotao Wu

AAAI 2002 Integrating Local Search and Network Flow to Solve the Inventory Routing Problem Hoong Chuin Lau, Qi Zhang Liu, Hirotaka Ono

AAAI 2000 Solving a Supply Chain Optimization Problem Collaboratively Hoong Chuin Lau, Andrew Lim, Qi Zhang Liu