Xiao-Cheng Liao

15 papers A 2B 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A fuzzy grouping-based memetic algorithm for multi-depot multi-UAV power pole inspection.
Appl. Soft Comput.
Xiang-Ling Chen, Ya-Hui Jia, Xiao-Cheng Liao, Wei-Neng Chen
2025 J jnl
DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang
2025 J jnl
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2025 J jnl
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang, Xiang-Ling Chen
2025 J jnl
Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic.
IEEE Trans. Artif. Intell.
Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen
2025 J jnl
SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024 A conf
An Order-aware Adaptive Iterative Local Search Metaheuristic for Multi-depot UAV Pickup and Delivery Problem.
GECCO
Xiang-Ling Chen, Xiao-Cheng Liao, Feng-Feng Wei, Wei-Neng Chen
2024 J jnl
Emergent Crowd Grouping via Heuristic Self-Organization.
CoRR
Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen, Yi Mei
2024 A conf
Learning Traffic Signal Control via Genetic Programming.
GECCO
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024 J jnl
Learning Traffic Signal Control via Genetic Programming.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024 J jnl
Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiao-Cheng Liao, Wei-Neng Chen, Ya-Hui Jia, Wen-Jin Qiu
2024 J jnl
Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic.
IEEE Trans. Comput. Soc. Syst.
Xiao-Cheng Liao, Ya-Hui Jia, Xiao-Min Hu, Wei-Neng Chen
2023 J jnl
Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation.
IEEE Trans. Intell. Transp. Syst.
Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Xiao-Min Hu
2023 B conf
Heuristic Navigation Model Based on Genetic Programming for Multi-UAV Power Inspection Problem with Charging Stations.
SMC
Xiang-Ling Chen, Xiao-Cheng Liao, Wei-Neng Chen
2022 — conf
Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization.
ICONIP (6)
Xiao-Cheng Liao, Wen-Jin Qiu, Feng-Feng Wei, Wei-Neng Chen