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Dive into the research topics where Mengdi Wang 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
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Collaborative Research: CPS: Medium: Provably Safe and Robust Multi-Agent Reinforcement Learning with Applications in Urban Air Mobility
Wang, M. (PI)
NSF - National Science Foundation
6/1/23 → 5/31/26
Project: Research project
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Policy Optimization for ReinforcementLearning Beyond Cumulative Rewards
Wang, M. (PI)
4/1/21 → 3/31/25
Project: Research project
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Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
Wang, M. (PI)
NSF - National Science Foundation
8/1/20 → 7/31/24
Project: Research project
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Stochastic Optimization and Learning for Planning in Autonomous Systems
Powell, W. B. (PI) & Wang, M. (PI)
Air Force Office of Scientific Research
7/1/19 → 6/30/22
Project: Research project
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A Survey of Self-Evolving Agents What, When, How, and Where to Evolve on the Path to Artificial Super Intelligenc
Gao, H. A., Geng, J., Hua, W., Hu, M., Juan, X., Liu, H., Liu, S., Qiu, J., Qi, X., Ren, Q., Wu, Y., Wang, H., Xiao, H., Zhou, Y., Zhang, S., Zhang, J., Xiang, J., Fang, Y., Zhao, Q. & Liu, D. & 7 others, , 2026, In: Transactions on Machine Learning Research. 2026-JanuaryResearch output: Contribution to journal › Article › peer-review
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CRISPR-GPT for agentic automation of gene-editing experiments
Qu, Y., Huang, K., Yin, M., Zhan, K., Liu, D., Yin, D., Cousins, H. C., Johnson, W. A., Wang, X., Shah, M., Altman, R. B., Zhou, D., Wang, M. & Cong, L., Feb 2026, In: Nature Biomedical Engineering. 10, 2, p. 245-258 14 p.Research output: Contribution to journal › Article › peer-review
Open Access35 Link opens in a new tab Scopus citations -
Embodied LLM Agents Learn to Cooperate in Organized Teams
Guo, X., Huang, K., Liu, J., Fan, W., Velez, N., Wu, Q., Wang, H., Griffiths, T. L. & Wang, M., 2026, (Accepted/In press) In: IEEE Transactions on Computational Social Systems.Research output: Contribution to journal › Article › peer-review
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Publisher Correction: CRISPR-GPT for agentic automation of gene-editing experiments (Nature Biomedical Engineering, (2025), 10.1038/s41551-025-01463-z)
Qu, Y., Huang, K., Yin, M., Zhan, K., Liu, D., Yin, D., Cousins, H. C., Johnson, W. A., Wang, X., Shah, M., Altman, R. B., Zhou, D., Wang, M. & Cong, L., Feb 2026, In: Nature Biomedical Engineering. 10, 2, p. 405 1 p.Research output: Contribution to journal › Comment/debate › peer-review
Open Access1 Link opens in a new tab Scopus citations -
A call for built-in biosecurity safeguards for generative AI tools
Wang, M., Zhang, Z., Bedi, A. S., Velasquez, A., Guerra, S., Lin-Gibson, S., Cong, L., Qu, Y., Chakraborty, S., Blewett, M., Ma, J., Xing, E. & Church, G., Jun 2025, In: Nature biotechnology. 43, 6, p. 845-847 3 p.Research output: Contribution to journal › Letter › peer-review
9 Link opens in a new tab Scopus citations