Scholar
Swetha Ganesh
Google Scholar ID: -Crvn3cAAAAJ
Purdue University
Reinforcement Learning
Stochastic Optimization
Spectral Graph Theory
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Citations & Impact
All-time
Citations
66
H-index
6
i10-index
3
Publications
11
Co-authors
0
Contact
Email
swethag1706@gmail.com
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Publications
7 items
Breaking the Bias Barrier in Concave Multi-Objective Reinforcement Learning
2026
Cited
0
Primal-Only Actor Critic Algorithm for Robust Constrained Average Cost MDPs
2025
Cited
0
Efficient $Q$-Learning and Actor-Critic Methods for Robust Average Reward Reinforcement Learning
2025
Cited
0
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
2025
Cited
0
Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm
2025
Cited
0
A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
2024
Cited
0
Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
2024
Cited
3
Resume (English only)
Academic Achievements
September 2025: Two papers accepted to NeurIPS 2025. May 2025: Two papers accepted - one at ICML and another at UAI. March 2025: Submitted PhD thesis.
Research Experience
Currently a Postdoctoral Scholar in the School of Industrial Engineering at Purdue University, working with Prof. Vaneet Aggarwal.
Education
PhD from the Department of Computer Science and Automation, Indian Institute of Science (IISc), under the guidance of Prof. Gugan Thoppe.
Background
Research interests include Reinforcement Learning and Stochastic Optimization.
Co-authors
0 total
Co-authors: 0 (list not available)
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