Rows of bookcases in an academic library

Publications

Data, Systems, and Society

Data, Systems, and Society: Harnessing AI for Societal Good

Cover of Control of Uncertain Systems

Control of Uncertain Systems: A Linear Programming Approach

Book cover for Computational Methods for Controller Design - red cover with title and authors and a simple controller drawing

Computational Methods for Controller Design

Book cover of the Handbook of Financial Integration

Contingent linear financial networks

Cover of The Control Handbook - black cover with the title in white text and a brown stripe down the side

L1 Robust Control: Theory, Computation and Design

The Impact of Control Technology Book Cover

Networked Decision Systems

MIT Open CourseWare Logo - square with red top half with MIT in white text and taupe lower half with OCW in white text

Probabilistic Systems Analysis

MIT Open CourseWare Logo - square with red top half with MIT in white text and taupe lower half with OCW in white text

System Identification

MIT Open CourseWare Logo - square with red top half with MIT in white text and taupe lower half with OCW in white text

Lectures on Dynamic Systems and Control

  • Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh

    Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements

    Published in Neural Computation, Vol. 32, Issue 5, pp. 865-886, 2020.
  • Hosseinloo A.H., Ryzhov A., Bischi A., Ouerdane H., Turitsyn K., Dahleh M.A

    Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach

    Appeared in the Journal of Applied Energy, Vol 277, 2020.
  • Guangchun Ruan, Dongqi Wu,Xiangtian Zheng, Haiwang Zhong, Chongqing Kang, Munther A. Dahleh, S. Sivaranjani, Le Xie

    A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the US Electricity Sector

    Appeared in the Joule Journal | ScienceDirect.com, Sept. 2020.
  • Dahleh M.A., Rakhlin A., Sarkar T.

    Finite Time LTI System Identification

    Published, Journal of Machine Learning Research, 22 (2021) 1-61.
  • Satchidanandan B., Dahleh M.A.

    An Efficient and Incentive-Compatible Mechanism for Energy Storage Markets

    Published in IEEE Transactions on Smart Grid, Vol.13, pp 2245 -2258, May 2022.
  • Fay S.C, Jones D.J, Dahleh M.A, Hosoi A. E.

    Simple Control for Complex Pandemics

    Submitted for publication, 2020.
  • Zhang S., Timoudas T.H., and Dahleh M.A.

    Consensus with preserved privacy against neighbor collusion

    Control Theory and Technology 18.4 (2020): 409-418, 2020.
  • York M., Dahleh M.A., Parkes D.C

    Eliciting Social Knowledge for Creditworthiness Assessment

    WINE 2021. Lecture Notes in Computer Science, vol 13112. Springer
  • Xie Le, Singh Chanan, Mitter S.K, Dahleh M.A, Oren S.S;

    Towards Carbo-neutral Electricity and Mobility: Is the Grid Infrastructure Ready

    Volume 5, Issue 8, Pages 1908-1913 Joule Journal, 18 August 2021.
  • Hosseinloo A.H., Dahleh M.A.

    Deterministic policy gradient algorithms for semi-Markov decision processes

    International Journal of Intelligent Systems, 2021.
  • Meng X., Sarkar T., Dahleh M.A.

    Nonstochastic Bandits with Infinitely Many Experts

    60th IEEE Conference on Decision and Control, 2021.
  • Schneider I. Roozbehani M., Dahleh M.A.

    An Online Learning Framework for Targeting Demand Response Customers

    Published in IEEE Transactions on Smart Grid, vol. 13, no. 1, pp. 293-301, 2022.
  • Meng X.F, Jones D. Rigobon R. M.A Dahleh,

    Impacts of Covid-19 interventions: Health, Economics and Inequality

    Internal Report.
  • B. Satchidanandan, M. Roozbehani, Munther A. Dahleh

    A Two-Stage Mechanism for Demand Response Markets,

    IEEE Control Systems Letters, vol. 7, pp. 49-54, July 2022. Accepted for presentation at the 61st IEEE Conference on Decision and Control
  • B. Satchidanandan, M. A. Dahleh

    An Efficient and Incentive-Compatible Mechanism for Energy Storage Markets

    IEEE Transactions on Smart Grid, vol. 13, no. 3, pp. 2245-2258, May 2022
  • B. Satchidanandan, M. Roozbehani, and M. A. Dahleh

    A Two-Stage Mechanism for Demand Response Markets

    IEEE Control Systems Letters, June, 2022.