Projects per year
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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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Policy Optimization for ReinforcementLearning Beyond Cumulative Rewards
4/1/21 → 3/31/24
Project: Research project
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Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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Stochastic Optimization and Learning for Planning in Autonomous Systems
Powell, W. B. & Wang, M.
Air Force Office of Scientific Research
7/1/19 → 6/30/22
Project: Research project
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CAREER: Stochastic Nested Composition Optimization: Theory and Algorithms
NSF - National Science Foundation
2/1/17 → 1/31/22
Project: Research project
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Closing the Duality Gap: Decomposition of High-Dimensional Nonconvex Optimization
NSF - National Science Foundation
9/1/16 → 8/31/19
Project: Research project
Research output
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Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network
Wang, W., Hu, W., Wang, W., Xu, X., Wang, M., Shi, Y., Qiu, S. & Tutumluer, E., Apr 2021, In: Automation in Construction. 124, 103484.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Deep neural networks offer morphologic classification and diagnosis of bacterial vaginosis
Wang, Z., Zhang, L., Zhao, M., Wang, Y., Bai, H., Wang, Y., Rui, C., Fan, C., Li, J., Li, N., Liu, X., Wang, Z., Si, Y., Feng, A., Li, M., Zhang, Q., Yang, Z., Wang, M., Wu, W., Cao, Y. & 11 others, , Feb 2021, In: Journal of Clinical Microbiology. 59, 2, e02236-20.Research output: Contribution to journal › Article › peer-review
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Variance reduced value iteration and faster algorithms for solving Markov decision processes
Sidford, A., Wang, M., Wu, X. & Ye, Y., 2021, (Accepted/In press) In: Naval Research Logistics.Research output: Contribution to journal › Article › peer-review
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Voting-Based Multiagent Reinforcement Learning for Intelligent IoT
Xu, Y., Deng, Z., Wang, M., Xu, W., So, A. M. C. & Cui, S., Feb 15 2021, In: IEEE Internet of Things Journal. 8, 4, p. 2681-2693 13 p., 9184075.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Adaptive low-nonnegative-rank approximation for state aggregation of markov chains
Duan, Y., Wang, M., Wen, Z. & Yuan, Y., 2020, In: SIAM Journal on Matrix Analysis and Applications. 41, 1, p. 244-278 35 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations