Deepan Muthirayan

Yanning Shen

CoRR, 2024

2023

Memory Augmented Neural Network Adaptive Controllers: Performance and Stability.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., February, 2023

Online Convex Optimization With Long-Term Constraints for Predictable Sequences.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Majid Majidi

CoRR, 2023

Competing Bandits in Time Varying Matching Markets.

[BibT_eX]

[DOI]

Chinmay Maheshwari

Shankar S. Sastry

Proceedings of the Learning for Dynamics and Control Conference, 2023

Online Learning for Incentive-Based Demand Response.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems.

[BibT_eX]

[DOI]

Ruijie Du

Yanning Shen

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

SceneGraph-Risk-Assessment dataset.

[BibT_eX]

[DOI]

Dataset, May, 2022

Online Algorithms for Network Robustness Under Connectivity Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.

[BibT_eX]

[DOI]

Arnav Vaibhav Malawade

IEEE Trans. Intell. Transp. Syst., 2022

Graph Learning for Cognitive Digital Twins in Manufacturing Systems.

[BibT_eX]

[DOI]

Trier Mortlock

IEEE Trans. Emerg. Top. Comput., 2022

Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids.

[BibT_eX]

[DOI]

Anomadarshi Barua

IEEE Trans. Dependable Secur. Comput., 2022

Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.

[BibT_eX]

[DOI]

Arnav Vaibhav Malawade

Brandon Hsu

IEEE Internet Things J., 2022

Adaptive Control of Unknown Time Varying Dynamical Systems with Regret Guarantees.

[BibT_eX]

[DOI]

Ruijie Du

Yanning Shen

CoRR, 2022

Online Learning for Predictive Control with Provable Regret Guarantees.

[BibT_eX]

[DOI]

Dileep Kalathil

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Meta-Learning Online Control for Linear Dynamical Systems.

[BibT_eX]

[DOI]

Dileep Kalathil

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

On the Performance of Reinforcement Learning Algorithms for Dynamic Matching of Renewable Energy with Flexible Loads.

[BibT_eX]

[DOI]

Majid Majidi

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Adaptive Gradient Online Control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

Selling Demand Response Using Options.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems.

[BibT_eX]

[DOI]

Arnav V. Malawade

Nathan D. Costa

IEEE Trans. Ind. Informatics, 2021

Online Algorithms for Dynamic Matching Markets in Power Distribution Systems.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2021

Online Robust Control of Linear Dynamical Systems with Prediction.

[BibT_eX]

[DOI]

Dileep M. Kalathil

CoRR, 2021

Online Learning for Receding Horizon Control with Provable Regret Guarantees.

[BibT_eX]

[DOI]

Dileep M. Kalathil

CoRR, 2021

Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Online Learning Robust Control of Nonlinear Dynamical Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Generative Adversarial Imitation Learning for Empathy-based AI.

[BibT_eX]

[DOI]

Pratyush Muthukumar

Karishma Muthukumar

CoRR, 2021

Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Majid Majidi

CoRR, 2021

Cognitive Digital Twin for Manufacturing Systems.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Mechanism Design for Demand Response Programs.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

A Minimal Incentive-Based Demand Response Program With Self Reported Baseline Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Cognitive Preadaptation for Resilient Adaptive Control.

[BibT_eX]

[DOI]

CoRR, 2020

Meta-Learning Guarantees for Online Receding Horizon Control.

[BibT_eX]

[DOI]

CoRR, 2020

Regret Guarantees for Online Receding Horizon Control.

[BibT_eX]

[DOI]

CoRR, 2020

Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract.

[BibT_eX]

[DOI]

Anomadarshi Barua

Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers.

[BibT_eX]

[DOI]

Scott A. Nivison

Proceedings of the 2020 American Control Conference, 2020

2019

Memory Augmented Neural Network Adaptive Controller for Strict Feedback Nonlinear Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Working Memory Augmentation for Improved Learning in Neural Adaptive Control.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Effect of Real-Time Electricity Pricing on Ancillary Service Requirements.

[BibT_eX]

[DOI]

Md Umar Hashmi