Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Visiting Professor, Leuphana Universitat Luneburg
Jan 2023 → Dec 2024
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Introducing Combi-Stations in Robotic Mobile Fulfilment Systems: A Queueing-Theory-Based Efficiency Analysis
Xie, L. & Otten, S., 19 Mar 2024, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile23 Downloads (Pure) -
Neural Combinatorial Optimization on Heterogeneous Graphs: An Application to the Picker Routing Problem in Mixed-Shelves Warehouses
Luttmann, L. & Xie, L., 12 Feb 2024, The 34th International Conference on Automated Planning and Scheduling. Washington DC: AAAI, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile75 Downloads (Pure) -
PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization
Berto, F., Hua, C., Luttmann, L., Son, J., Park, J., Ahn, K., Kwon, C., Xie, L. & Park, J., 5 Sept 2024, ArXiv.org, 26 p.Research output: Working paper
Open AccessFile53 Downloads (Pure) -
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
Berto, F., Hua, C., Park, J., Luttmann, L., Ma, Y., Bu, F., Wang, J., Ye, H., Kim, M., Choi, S., Zepeda, N. G., Hottung, A., Zhou, J., Bi, J., Hu, Y., Liu, F., Kim, H., Son, J., Kim, H. & Angioni, D. & 13 others, , Jun 2024, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile70 Downloads (Pure) -
Security and Human-Safety by Applying Last-Mile Robots in Urban Environments
Kolb, C. & Xie, L., 2024, (Accepted/In press) SENSEI 2024: International Workshop on Safety-Security Interaction.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Datasets
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Data for Analysis of semi-open queueing networks using lost customers approximation with an application to robotic mobile fulfilment systems
Otten, S. (Research team member), Krenzler, R. (Creator), Xie, L. (Supervisor), Daduna, H. (Research team member) & Kruse, K. (Research team member), TORE, 2 Dec 2021
DOI: 10.15480/336.3943
Dataset