Siddharth Chandak

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Function Approximation

Reinforcement Learning

Service Architecture

Top Venues

Syst. Control. Lett.

IEEE Commun. Lett.

Publications

Siddharth Chandak, Ilai Bistritz, Nicholas Bambos
Learning to Control Unknown Strongly Monotone Games. CoRR (2024)
Siddharth Chandak, Pratik Shah, Vivek S. Borkar, Parth Dodhia
Reinforcement learning in non-Markovian environments. Syst. Control. Lett. 185 (2024)
Siddharth Chandak, Isha Thapa, Nicholas Bambos, David Scheinker
Tiered Service Architecture for Remote Patient Monitoring. CoRR (2024)
Siddharth Chandak, Vivek S. Borkar
A Concentration Bound for TD(0) with Function Approximation. CoRR (2023)
Siddharth Chandak, Vivek S. Borkar, Harsh Dolhare
A concentration bound for LSPE(λ). Syst. Control. Lett. 171 (2023)
Siddharth Chandak, Ilai Bistritz, Nicholas Bambos
Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics. AAMAS (2023)
Siddharth Chandak, Ilai Bistritz, Nicholas Bambos
Tug of Peace: Distributed Learning for Quality of Service Guarantees. CDC (2023)
Siddharth Chandak, Ilai Bistritz, Nicholas Bambos
Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics. CoRR (2023)
Siddharth Chandak, Vivek S. Borkar, Parth Dodhia
Reinforcement Learning in Non-Markovian Environments. CoRR (2022)
Shaan ul Haque, Siddharth Chandak, Federico Chiariotti, Deniz Gündüz, Petar Popovski
Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message. CoRR (2022)
Shaan ul Haque, Siddharth Chandak, Federico Chiariotti, Deniz Gündüz, Petar Popovski
Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message. IEEE Commun. Lett. 26 (8) (2022)
Siddharth Chandak, Vivek S. Borkar
Concentration of Contractive Stochastic Approximation and Reinforcement Learning. CoRR (2021)
Siddharth Chandak, Federico Chiariotti, Petar Popovski
Hidden Markov Model-Based Encoding for Time-Correlated IoT Sources. IEEE Commun. Lett. 25 (5) (2021)
Vivek S. Borkar, Siddharth Chandak, Harsh Dolhare
A Concentration Bound for LSPE(λ). CoRR (2021)
Siddharth Chandak, Federico Chiariotti, Petar Popovski
Hidden Markov Model-Based Encoding for Time-Correlated IoT Sources. CoRR (2021)
Vivek S. Borkar, Siddharth Chandak
Prospect-theoretic Q-learning. CoRR (2021)
Vivek S. Borkar, Siddharth Chandak
Prospect-theoretic Q-learning. Syst. Control. Lett. 156 (2021)