Siddharth Chandak

According to our database, Siddharth Chandak authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Non-Expansive Mappings in Two-Time-Scale Stochastic Approximation: Finite-Time Analysis.

Siddharth Chandak

CoRR, January, 2025

2024

Reinforcement learning in non-Markovian environments.

Siddharth Chandak, Pratik Shah, Vivek S. Borkar, Parth Dodhia

Syst. Control. Lett., 2024

Learning to Control Unknown Strongly Monotone Games.

Siddharth Chandak, Ilai Bistritz, Nicholas Bambos

CoRR, 2024

Tiered Service Architecture for Remote Patient Monitoring.

Siddharth Chandak, Isha Thapa, Nicholas Bambos, David Scheinker

CoRR, 2024

2023

A concentration bound for LSPE(λ).

Siddharth Chandak, Vivek S. Borkar, Harsh Dolhare

Syst. Control. Lett., 2023

A Concentration Bound for TD(0) with Function Approximation.

Siddharth Chandak, Vivek S. Borkar

CoRR, 2023

Tug of Peace: Distributed Learning for Quality of Service Guarantees.

Siddharth Chandak, Ilai Bistritz, Nicholas Bambos

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics.

Siddharth Chandak, Ilai Bistritz, Nicholas Bambos

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message.

Shaan ul Haque, Siddharth Chandak, Federico Chiariotti, Deniz Gündüz, Petar Popovski

IEEE Commun. Lett., 2022

Reinforcement Learning in Non-Markovian Environments.

Siddharth Chandak, Vivek S. Borkar, Parth Dodhia

CoRR, 2022

2021

Prospect-theoretic Q-learning.

Vivek S. Borkar, Siddharth Chandak

Syst. Control. Lett., 2021

Hidden Markov Model-Based Encoding for Time-Correlated IoT Sources.

Siddharth Chandak, Federico Chiariotti, Petar Popovski

IEEE Commun. Lett., 2021

Concentration of Contractive Stochastic Approximation and Reinforcement Learning.

Siddharth Chandak, Vivek S. Borkar

CoRR, 2021