Mengdi Wang

Former affiliation

Operations Research & Financial Engineering

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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1 Finished
4 Active

Policy Optimization for ReinforcementLearning Beyond Cumulative Rewards
Wang, M.
Office of Naval Research - MA
4/1/21 → 3/31/24
Project: Research project
Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
Wang, M.
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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
CAREER: Stochastic Nested Composition Optimization: Theory and Algorithms
Wang, M.
NSF - National Science Foundation
2/1/17 → 1/31/22
Project: Research project
Closing the Duality Gap: Decomposition of High-Dimensional Nonconvex Optimization
Wang, M.
NSF - National Science Foundation
9/1/16 → 8/31/19
Project: Research project

291 Citations
11 h-Index
21 Article
17 Conference contribution
7 Paper
6 Conference article

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
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, Qi, L., Zeng, X., Geng, L., An, R., Li, P., Liu, Z., Qiao, Q., Zhu, W., Mo, W., Liao, Q. & Xu, W., Feb 2021, In: Journal of Clinical Microbiology. 59, 2, e02236-20.
Research output: Contribution to journal › Article › peer-review
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
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
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