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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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RI: Medium: Provable Reinforcement Learning with Function Approximation and Neural Networks
Wang, M. (PI)
NSF - National Science Foundation
10/1/21 → 9/30/26
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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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 Access -
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, In: IEEE Transactions on Computational Social Systems. 13, 2, p. 2514-2530 17 p.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 Access -
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