Hoong Chuin Lau
10 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (5)
🏃
Academic Marathon
(11)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(5)
🧬
Topic Evolution
🔥
Unstoppable
(5)
💎
Century Club
(10)
🚀
Conference Pioneer
Conferences
IJCAI (6)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
policy gradient
(3)
reinforcement learning
(2)
value function approximation
(2)
multi-agent system
(2)
multi-agent reinforcement learning
(2)
mixed integer programming
(1)
collision avoidance
(1)
graphical model
(1)
long short-term memory
(1)
credit assignment
(1)
traffic management
(1)
deep deterministic policy gradient
(1)
constraint programming
(1)
decentralized pomdp
(1)
sample average approximation
(1)
maritime safety
(1)
vessel scheduling
(1)
resource constrained scheduling
(1)
maritime traffic
(1)
vessel navigation
(1)
Papers
Fuel-Saving Route Planning with Data-Driven and Learning-Based Approaches – A Systematic Solution for Harbor Tugs
IJCAI 2024
Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning
IJCAI 2023
Decision Making for Improving Maritime Traffic Safety Using Constraint Programming
IJCAI 2019
Multiagent Decision Making For Maritime Traffic Management
AAAI 2019
Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty
IJCAI 2019
Credit Assignment For Collective Multiagent RL With Global Rewards
NIPS 2018
Policy Gradient With Value Function Approximation For Collective Multiagent Planning
NIPS 2017
Approximate Inference Using DC Programming For Collective Graphical Models
AISTATS 2016
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties
IJCAI 2015
A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning
IJCAI 2013