Mridul Agarwal

Researcher, Amazon

Joined

June 2020

Names

Mridul Agarwal (Preferred)

Emails

****@purdue.edu (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

Purdue University (purdue.edu)

2018 – 2022

Undergrad student

Indian Institute of Technology Kanpur (iitk.ac.in)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Vaneet Aggarwal

2018 – Present

Expertise

Reinforcement Learning

2018 – Present

Optimization

2018 – Present

Publications

Reinforcement learning for mean-field game
Nilay Tiwari, Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh
- Algorithms, 2022
- Readers: Everyone
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization
Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
- ICML 2023 Poster
- Readers: Everyone
Concave Utility Reinforcement Learning with Zero-Constraint Violations
Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
- Accepted by TMLR
- Readers: Everyone
An Explore-then-Commit Algorithm for Submodular Maximization Under Full-bandit Feedback
Guanyu Nie, Mridul Agarwal, Abhishek Kumar Umrawal, Vaneet Aggarwal, Christopher John Quinn
- Published: 20 May 2022, Last Modified: 05 May 2023
- UAI 2022 Poster
- Readers: Everyone
Regret Guarantees for Model-Based Reinforcement Learning with Long-Term Average Constraints
Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
- Published: 20 May 2022, Last Modified: 05 May 2023
- UAI 2022 Poster
- Readers: Everyone
Reinforcement Learning for Mean-Field Game
Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh, Nilay Tiwari
- 2022 (modified: 20 Jan 2023)
- Algorithms 2022
- Readers: Everyone
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal
- 2022 (modified: 14 Apr 2023)
- AAAI 2022
- Readers: Everyone
An explore-then-commit algorithm for submodular maximization under full-bandit feedback
Guanyu Nie, Mridul Agarwal, Abhishek Kumar Umrawal, Vaneet Aggarwal, Christopher John Quinn
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- UAI 2022
- Readers: Everyone
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization
Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
- Published: 01 Jan 2022, Last Modified: 30 Apr 2023
- CoRR 2022
- Readers: Everyone
Learning-Based Online QoE Optimization in Multi-Agent Video Streaming
Yimeng Wang, Mridul Agarwal, Tian Lan, Vaneet Aggarwal
- Published: 01 Jan 2022, Last Modified: 30 Apr 2023
- Algorithms 2022
- Readers: Everyone

View all 38 publications

Co-Authors

View all 31 co-authors