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Siddharth Chandak
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Year
Concentration of Contractive Stochastic Approximation and Reinforcement Learning
S Chandak, VS Borkar, P Dodhia
Stochastic Systems, 2022
162022
Prospect-theoretic Q-learning
VS Borkar, S Chandak
Systems & Control Letters 156, 105009, 2021
122021
Reinforcement learning in non-markovian environments
S Chandak, P Shah, VS Borkar, P Dodhia
Systems & Control Letters 185, 105751, 2024
42024
Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics
S Chandak, I Bistritz, N Bambos
arXiv preprint arXiv:2302.13653, 2023
22023
Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message
S ul Haque, S Chandak, F Chiariotti, D Günduz, P Popovski
IEEE Communications Letters 26 (8), 1843-1847, 2022
22022
Tug of Peace: Distributed Learning for Quality of Service Guarantees
S Chandak, I Bistritz, N Bambos
2023 62nd IEEE Conference on Decision and Control (CDC), 2023
12023
A concentration bound for LSPE (λ)
S Chandak, VS Borkar, H Dolhare
Systems & Control Letters 171, 105418, 2023
12023
A Concentration Bound for TD (0) with Function Approximation
S Chandak, VS Borkar
arXiv preprint arXiv:2312.10424, 2023
2023
Hidden Markov Model-Based Encoding for Time-Correlated IoT Sources
S Chandak, F Chiariotti, P Popovski
IEEE Communications Letters 25 (5), 1463-1467, 2020
2020
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