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Networked Multiagent Systems Lab

Texas A&M University College of Engineering

Teaching

ISEN 689 – Learning and Optimization over Networks (Spring 2020 — co-taught with Shahin Shahrampour)

ISEN 620 – Survey of Optimization (Fall 2024)

ISEN 613 – Engineering Data Analytics (Fall 2018, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024)

ENGR 484 – International Internship (Fall 2024 – co-instructor as the PI for an NSF IRES proposal)

ISEN 413 – Advanced Data Analytics (Fall 2022, Spring 2024)

ISEN 320 – Operations Research I (Spring 2019, Fall 2021)

Recent news and upcoming events

May 2024 — A. Karthikeyan is a finalist in the Manufacturing and Design Best Student Paper competition in IISE Annual Meeting with our paper on RL Based End Point Control for Polishing Operations.

May 2024 — New acceptance alert: S. Das‘ paper on Learning Nash in Constrained Markov Games with an alpha-Potential accepted to IEEE Letters on Control Systems!

April 2024 — Organized the TAMIDS Workshop on Multi-Agent Learning in Dynamic Environments. K. Nakhleh and S. Das provided an overview of their recent results.

March 2024 — New acceptance alert: T.G. Nakkina and A. Karthikeyan’s paper entitled Learning graph-Fourier spectra of textured surface images for defect localization is accepted for presentation North American Manufacturing Research Conference (NAMRC) and it will appear in a Special Issue of Manufacturing Letters!

March 2024 — New paper: Simulation-Based Optimistic Policy Iteration In Multi-Agent Games With Kullback-Leibler Control Cost by K. Nakhleh submitted to CDC ’24!

March 2024 — New paper: Learning Nash in Constrained Markov Games with an alpha-Potential by S. Das submitted to IEEE Letters on Control Systems!

February 2024 — Presented research to 1st year Engineering students in Texas A&M for 2024 Engineering Summer Bridge Program (ESBP).

December 2023 — Two talks at CDC ’23 in Singapore!

October 2023 — S. Das presented our work on Coupled SEIR and Behavior Dynamics at INFORMS 2023.

October 2023 — Organized special session on Influence and Design in Network Games at INFORMS 2023.

October 2023 — Organized special session with S. Aydin on Decentralized Learning and Optimization at INFORMS 2023

August 2023 — New acceptance alert: Paper on “Modeling of surface morphology evolution during polishing” accepted to IISE Transactions!

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