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Structured Reinforcement Learning for Media Streaming at the Wireless Edge
Report
Bura, Archana
;
Bobbili, Sarat Chandra
;
Rameshkumar, Shreyas
;
Rengarajan, Desik
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Kalathil, Dileep
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Shakkottai, Srinivas
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Distributionally Robust Behavioral Cloning for Robust Imitation Learning
Conference
Panaganti, Kishan
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Xu, Zaiyan
;
Kalathil, Dileep
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Ghavamzadeh, Mohammad
2023 62nd IEEE Conference on Decision and Control (CDC) Decision and Control (CDC), 2023 62nd IEEE Conference on. :1342-1347 Dec, 2023
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AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning
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Gohil, Vasudev
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Patnaik, Satwik
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Kalathil, Dileep
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Rajendran, Jeyavijayan
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Sharing economy and optimal investment decisions for distributed solar generation
Academic Journal
Henriquez-Auba, Rodrigo
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Hidalgo-Gonzalez, Patricia
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Pauli, Patricia
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Kalathil, Dileep
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Callaway, Duncan S.
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Poolla, Kameshwar
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15 July 2021 294
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Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems
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Jena, Amit
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Kalathil, Dileep
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Xie, Le
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Transformers are Efficient In-Context Estimators for Wireless Communication
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Rajagopalan, Vicram
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Kunde, Vishnu Teja
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Valmeekam, Chandra Shekhara Kaushik
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Narayanan, Krishna
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Chamberland, Jean-Francois
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Bridging Distributionally Robust Learning and Offline RL: An Approach to Mitigate Distribution Shift and Partial Data Coverage
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Panaganti, Kishan
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Xu, Zaiyan
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Kalathil, Dileep
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Ghavamzadeh, Mohammad
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Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
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Zhou, Ruida
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Liu, Tao
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Cheng, Min
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Kalathil, Dileep
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Kumar, P. R.
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Tian, Chao
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Multi-Agent Learning via Markov Potential Games in Marketplaces for Distributed Energy Resources
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Narasimha, Dheeraj
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Lee, Kiyeob
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Kalathil, Dileep
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Shakkottai, Srinivas
2022 IEEE 61st Conference on Decision and Control (CDC) Decision and Control (CDC), 2022 IEEE 61st Conference on. :6350-6357 Dec, 2022
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Meta-Learning Online Control for Linear Dynamical Systems
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Muthirayan, Deepan
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Kalathil, Dileep
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Khargonekar, Pramod P.
2022 IEEE 61st Conference on Decision and Control (CDC) Decision and Control (CDC), 2022 IEEE 61st Conference on. :1435-1440 Dec, 2022
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