Personal profile
Research interests
Computer Science / Information Technology - Programming languages
Electronic & Computer Engineering - Robotics
Physics & Astronomy - Multi-agent systems
Business & Economics - Game theory and social choice theory
Position Held
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, Stanford University
1991
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):
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SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Pathfinding and task assignments for robot swarms in warehouses
LIN, F. (PI)
16/04/24 → 15/04/25
Project: Research
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Deep reinforcement learning in multi-agent incomplete information games
LIN, F. (PI) & WANG, S. (CoI)
1/06/19 → 30/11/20
Project: Research
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HKUST-Xiao-i Joint Laboratory on Machine Learning and Cognitive Reasoning
MAK, B. K. W. (CoI), YEUNG, D. Y. (CoI), LIN, F. (PI), CHEN, L. (CoI) & ZHANG, N. L. (CoI)
1/06/19 → 31/05/22
Project: Research
Research output
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Computing Universal Plans for Partially Observable Multi-Agent Routing Using Answer Set Programming
Zhu, F. & Lin, F., 2025, In: Electronic Proceedings in Theoretical Computer Science, EPTCS. 439, p. 143-166 24 p.Research output: Contribution to journal › Conference article published in journal › peer-review
Open Access -
Deduction with Induction: Combining Knowledge Discovery with Reasoning for Interpretable Deep Reinforcement Learning
Zhang, H., Zeng, X., Chen, J., Song, Y., Mao, R. & Lin, F., 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 6984-6992 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
Hierarchical learning-based graph partition for large-scale vehicle routing problems
Pan, Y., Liu, R., Chen, Y., Cao, Z. & Lin, F., 12 Feb 2025, Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2025. Vorobeychik, Y., Das, S. & Nowe, A. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1604-1612 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
1 Link opens in a new tab Citation (Scopus) -
Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
PAN, Y., CAO, Z., Gu, C., Liu, L., Zhao, P., CHEN, Y. & LIN, F., 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Pixel Reasoner: Incentivizing Pixel Space Reasoning via Curiosity-Driven Reinforcement Learning
Su, A., WANG, H., Ren, W., LIN, F. & Chen, W., 2 Dec 2025. 30 p.Research output: Contribution to conference › Conference Paper › peer-review
Awards
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First-order loop formulas for normal logic programs
LIN, F. (Recipient), Chen, Y. (Recipient), Wang, Y. (Recipient) & Zhang, M. (Recipient), Jun 2006
Prize: Best Paper Award and Prize
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On strongest necessary and weakest sufficient conditions
LIN, F. (Recipient), 2000
Prize: Best Paper Award and Prize