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):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Rongye Shi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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CLGA: A Collaborative LLM Framework for Dynamic Goal Assignment in Multi-Robot Systems
Yu, X., Li, H., Wang, Y., Li, S., Shi, R., Ai, G., Pu, Z. & Wu, W., 2025, IROS 2025 - 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems, Conference Proceedings. Laugier, C., Renzaglia, A., Atanasov, N., Birchfield, S., Cielniak, G., De Mattos, L., Fiorini, L., Giguere, P., Hashimoto, K., Ibanez-Guzman, J., Kamegawa, T., Lee, J., Loianno, G., Luck, K., Maruyama, H., Martinet, P., Moradi, H., Nunes, U., Pettre, J., Pretto, A., Ranzani, T., Ronnau, A., Rossi, S., Rouse, E., Ruggiero, F., Simonin, O., Wang, D., Yang, M., Yoshida, E. & Zhao, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2788-2794 7 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Lyapunov-Informed Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks
Feng, P., Shi, R., Wang, S., Wu, Q., Yu, X. & Wu, W., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 20263-20279 17 p.Research output: Contribution to journal › Article › peer-review
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MA-HRL: Multi-Agent Hierarchical Reinforcement Learning for Medical Diagnostic Dialogue Systems
Liao, X., Qin, Y., Fan, Z., Yu, X., Yang, J., Shi, R. & Wu, W., Aug 2025, In: Electronics (Switzerland). 14, 15, 3001.Research output: Contribution to journal › Article › peer-review
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Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding
Feng, P., Wang, S., Cao, Y., Liang, J., Shi, R. & Wu, W., 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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OmniArch: Building Foundation Model For Scientific Computing
Chen, T., Zhou, H., Li, Y., Wang, H., Gao, C., Shi, R., Zhang, S. & Li, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 9860-9887 28 p.Research output: Contribution to journal › Conference article › peer-review