Event-triggered distributed control of nonlinear interconnected systems using online reinforcement learning with exploration V Narayanan, S Jagannathan IEEE Transactions on Cybernetics 48 (9), 2510-2519, 2017 | 90 | 2017 |
Event-sampled output feedback control of robot manipulators using neural networks V Narayanan, S Jagannathan, K Ramkumar IEEE Transactions on Neural Networks and Learning Systems 30 (6), 1651-1658, 2018 | 61 | 2018 |
Event-sampled direct adaptive NN output-and state-feedback control of uncertain strict-feedback system N Szanto, V Narayanan, S Jagannathan IEEE Transactions on Neural Networks and Learning Systems 29 (5), 1850-1863, 2017 | 59 | 2017 |
Event-triggered distributed approximate optimal state and output control of affine nonlinear interconnected systems V Narayanan, S Jagannathan IEEE Transactions on Neural Networks and Learning Systems 29 (7), 2846-2856, 2017 | 56 | 2017 |
Approximate optimal distributed control of nonlinear interconnected systems using event-triggered nonzero-sum games V Narayanan, A Sahoo, S Jagannathan, K George IEEE transactions on neural networks and learning systems 30 (5), 1512-1522, 2018 | 54 | 2018 |
Event-driven off-policy reinforcement learning for control of interconnected systems V Narayanan, H Modares, S Jagannathan, FL Lewis IEEE Transactions on Cybernetics 52 (3), 1936-1946, 2022 | 40 | 2022 |
Learning to automate follow-up question generation using process knowledge for depression triage on reddit posts S Gupta, A Agarwal, M Gaur, K Roy, V Narayanan, P Kumaraguru, ... NAACL Workshop on Computational Linguistics and Clinical Psychology, 137-147, 2022 | 35 | 2022 |
Distributed adaptive optimal regulation of uncertain large‐scale interconnected systems using hybrid q‐learning approach V Narayanan, S Jagannathan IET Control Theory & Applications 10 (12), 1448-1457, 2016 | 25 | 2016 |
A min–max approach to event-and self-triggered sampling and regulation of linear systems A Sahoo, V Narayanan, S Jagannathan IEEE Transactions on Industrial Electronics 66 (7), 5433-5440, 2018 | 20 | 2018 |
Process Knowledge-infused Learning for Clinician-friendly Explanations K Roy, Y Zi, M Gaur, J Malekar, Q Zhang, V Narayanan, A Sheth AAAI Second Symposium on Human Partnership with Medical Artificial Intelligence, 2023 | 17 | 2023 |
Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes R Venkataramanan, K Roy, K Raj, R Prasad, Y Zi, V Narayanan, A Sheth IEEE Conference on Systems, Man, and Cybernetics, 2023 | 16 | 2023 |
Approximate optimal distributed control of uncertain nonlinear interconnected systems with event-sampled feedback V Narayanan, S Jagannathan 2016 IEEE 55th Conference on Decision and Control (CDC), 5827-5832, 2016 | 15 | 2016 |
Knowledge-Infused Self Attention Transformers K Roy, Y Zi, V Narayanan, M Gaur, A Sheth KDD Workshop on Knowledge Augmented Methods for NLP, 2023 | 14* | 2023 |
Model learning and knowledge sharing for cooperative multiagent systems in stochastic environment WC Jiang, V Narayanan, JS Li IEEE Transactions on Cybernetics, 2020 | 13 | 2020 |
Optimization of sampling intervals for tracking control of nonlinear systems: A game theoretic approach A Sahoo, V Narayanan Neural Networks 114, 78-90, 2019 | 11 | 2019 |
Distributed event-sampled approximate optimal control of interconnected affine nonlinear continuous-time systems V Narayanan, S Jagannathan 2016 American Control Conference (ACC), 3044-3049, 2016 | 11 | 2016 |
IERL: Interpretable Ensemble Representation Learning--Combining CrowdSourced Knowledge and Distributed Semantic Representations Y Zi, K Roy, V Narayanan, M Gaur, A Sheth KDD Workshop on Knowledge-infused Learning, 2023 | 8 | 2023 |
Securing social media for seniors from information attacks: Modeling, detecting, intervening, and communicating risks V Narayanan, BW Robertson, A Hickerson, B Srivastava, BW Smith 2021 Third IEEE International Conference on Trust, Privacy and Security in …, 2021 | 8 | 2021 |
Learning to control neurons using aggregated measurements YC Yu, V Narayanan, SN Ching, JS Li 2020 American Control Conference (ACC), 4028-4033, 2020 | 8 | 2020 |
Differential-game for resource aware approximate optimal control of large-scale nonlinear systems with multiple players A Sahoo, V Narayanan Neural Networks 124, 95-108, 2020 | 8 | 2020 |