Siva Theja Maguluri

Associate Professor, Georgia Institute of Technology

Joined

July 2019

Names

Siva Theja Maguluri

Emails

****@gatech.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Associate Professor

Georgia Institute of Technology (gatech.edu)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisee

Sushil Mahavir Varma

Present

PhD Advisee

Prakirt Jhunjhunwala

Present

Coauthor

Shubhada Agrawal

2023 – 2026

Coauthor

Yashaswini Murthy

2023 – 2026

Coauthor

Zhe Zhang

2019 – 2026

Coauthor

Francisco Castro

2020 – 2025

Coauthor

Prashanth L. A.

2023 – 2024

Coauthor

Gauri Joshi

2021 – 2024

Coauthor

Pranay Sharma

2021 – 2024

PhD Advisee

Sajad Khodadadian

2018 – 2023

PhD Advisee

Zaiwei Chen

2018 – 2022

PhD Advisor

R. Srikant

2008 – 2014

Expertise

No areas of expertise listed

Publications

Almost Sure Convergence of Nonlinear Stochastic Approximation Under General Moment Conditions
Anh Duc Nguyen, Quang Nguyen, Hoang H Nguyen, Siva Theja Maguluri
- NeurIPS 2025 Workshop MLxOR
- Readers: Everyone
Performance of NPG in Countable State-Space Average-Cost RL
Yashaswini Murthy, Isaac Grosof, Siva Theja Maguluri, R. Srikant
- OpenReview Archive Direct Upload
- Readers: Everyone
Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem
Shaan Ul Haque, Siva Theja Maguluri
- AISTATS 2025 Poster
- Readers: Everyone
Policy Evaluation for Variance in Average Reward Reinforcement Learning
Shubhada Agrawal, Prashanth L A, Siva Theja Maguluri
- ICML 2024 Poster
- Readers: Everyone
Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning
Sheng Zhang, Zhe Zhang, Siva Theja Maguluri
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning
Sheng Zhang, Zhe Zhang, Siva Theja Maguluri
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Siva Theja Maguluri

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Almost Sure Convergence of Nonlinear Stochastic Approximation Under General Moment Conditions

Performance of NPG in Countable State-Space Average-Cost RL

Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem

Policy Evaluation for Variance in Average Reward Reinforcement Learning

Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning

Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning

Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators

Co-Authors