Deepan Muthirayan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 55

Top Topics

Manufacturing Systems

Dynamical Systems

Receding Horizon

Top Venues

IEEE Trans. Smart Grid

Publications

Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach. CoRR (2024)
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
Online Convex Optimization With Long-Term Constraints for Predictable Sequences. IEEE Control. Syst. Lett. 7 (2023)
Deepan Muthirayan, Pramod P. Khargonekar
Online Learning for Incentive-Based Demand Response. CoRR (2023)
Deepan Muthirayan, Pramod P. Khargonekar
Online Learning for Incentive-Based Demand Response. CDC (2023)
Deepan Muthirayan, Chinmay Maheshwari, Pramod P. Khargonekar, Shankar S. Sastry
Competing Bandits in Time Varying Matching Markets. L4DC (2023)
Deepan Muthirayan, Pramod P. Khargonekar
Memory Augmented Neural Network Adaptive Controllers: Performance and Stability. IEEE Trans. Autom. Control. 68 (2) (2023)
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning. CoRR (2023)
Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar
Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems. CDC (2023)
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
Online Convex Optimization with Long Term Constraints for Predictable Sequences. CoRR (2022)
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. IEEE Internet Things J. 9 (12) (2022)
Deepan Muthirayan, Chinmay Maheshwari, Pramod P. Khargonekar, Shankar Sastry
Competing Bandits in Time Varying Matching Markets. CoRR (2022)
Deepan Muthirayan, Dileep Kalathil, Pramod P. Khargonekar
Meta-Learning Online Control for Linear Dynamical Systems. CDC (2022)
Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
Meta-Learning Online Control for Linear Dynamical Systems. CoRR (2022)
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Graph Learning for Cognitive Digital Twins in Manufacturing Systems. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
On the Performance of Reinforcement Learning Algorithms for Dynamic Matching of Renewable Energy with Flexible Loads. CDC (2022)
Deepan Muthirayan, Pramod P. Khargonekar
Online Algorithms for Network Robustness Under Connectivity Constraints. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Deepan Muthirayan, Jianjun Yuan, Dileep Kalathil, Pramod P. Khargonekar
Online Learning for Predictive Control with Provable Regret Guarantees. CDC (2022)
Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar
Adaptive Control of Unknown Time Varying Dynamical Systems with Regret Guarantees. CoRR (2022)
Shih-Yuan Yu, Arnav Vaibhav Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
Adaptive Gradient Online Control. ACC (2022)
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
Adaptive Gradient Online Control. CoRR (2021)
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. IEEE Trans. Ind. Informatics 17 (12) (2021)
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Graph Learning for Cognitive Digital Twins in Manufacturing Systems. CoRR (2021)
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. CoRR (2021)
Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
Selling Demand Response Using Options. IEEE Trans. Smart Grid 12 (1) (2021)
Deepan Muthirayan, Pramod P. Khargonekar
Online Algorithms for Network Robustness under Connectivity Constraints. CoRR (2021)
Deepan Muthirayan, Pramod P. Khargonekar
Online Learning Robust Control of Nonlinear Dynamical Systems. CoRR (2021)
Deepan Muthirayan, Jianjun Yuan, Dileep M. Kalathil, Pramod P. Khargonekar
Online Learning for Receding Horizon Control with Provable Regret Guarantees. CoRR (2021)
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning. CoRR (2021)
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. CoRR (2021)
Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
Online Robust Control of Linear Dynamical Systems with Prediction. CoRR (2021)
Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
Online Algorithms for Dynamic Matching Markets in Power Distribution Systems. IEEE Control. Syst. Lett. 5 (3) (2021)
Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar
Cognitive Digital Twin for Manufacturing Systems. DATE (2021)
Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod P. Khargonekar
Generative Adversarial Imitation Learning for Empathy-based AI. CoRR (2021)
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. CoRR (2020)
Deepan Muthirayan, Pramod P. Khargonekar
Cognitive Preadaptation for Resilient Adaptive Control. CoRR (2020)
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
Mechanism Design for Demand Response Programs. IEEE Trans. Smart Grid 11 (1) (2020)
Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
Online Algorithms for Dynamic Matching Markets in Power Distribution Systems. CoRR (2020)
Deepan Muthirayan, Pramod P. Khargonekar
A Meta-Learning Control Algorithm with Provable Finite-Time Guarantees. CoRR (2020)
Deepan Muthirayan, Pramod P. Khargonekar
Meta-Learning Guarantees for Online Receding Horizon Control. CoRR (2020)
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract. ICCPS (2020)
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
Regret Guarantees for Online Receding Horizon Control. CoRR (2020)
Deepan Muthirayan, Enrique Baeyens, Pratyush Chakraborty, Kameshwar Poolla, Pramod P. Khargonekar
A Minimal Incentive-Based Demand Response Program With Self Reported Baseline Mechanism. IEEE Trans. Smart Grid 11 (3) (2020)
Deepan Muthirayan, Scott A. Nivison, Pramod P. Khargonekar
Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers. ACC (2020)
Deepan Muthirayan, Scott A. Nivison, Pramod P. Khargonekar
Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers. CoRR (2019)
Deepan Muthirayan, Pramod P. Khargonekar
Working Memory Augmentation for Improved Learning in Neural Adaptive Control. CDC (2019)
Deepan Muthirayan, Pramod P. Khargonekar
Memory Augmented Neural Network Adaptive Controllers: Performance and Stability. CoRR (2019)
Deepan Muthirayan, Pramod P. Khargonekar
Memory Augmented Neural Network Adaptive Controller for Strict Feedback Nonlinear Systems. CoRR (2019)
Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
Selling Demand Response Using Options. CoRR (2019)
Deepan Muthirayan, Enrique Baeyens, Pratyush Chakraborty, Kameshwar Poolla, Pramod P. Khargonekar
A Minimal Incentive-based Demand Response Program With Self Reported Baseline Mechanism. CoRR (2019)
Md Umar Hashmi, Deepan Muthirayan, Ana Busic
Effect of Real-Time Electricity Pricing on Ancillary Service Requirements. e-Energy (2018)
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
Baseline Estimation and Scheduling for Demand Response. CDC (2018)
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
Mechanism Design for Demand Response Programs. CoRR (2017)
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
Mechanism design for self-reporting baselines in Demand Response. ACC (2016)