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Sharan Vaswani — most-cited papers & profile · Reinforcement Learning
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overview
Sharan Vaswani
5
papers ·
5
citations ·
12
h-index
Google Scholar ↗
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Most-cited papers
A general class of surrogate functions for stable and efficient reinforcement learning
2021 · 3 citations
Towards Painless Policy Optimization for Constrained MDPs
2022 · 1 citations
Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
2023 · 1 citations
Revisiting Actor-Critic Methods in Discrete Action Off-Policy Reinforcement Learning
2025
Rethinking the Global Convergence of Softmax Policy Gradient with Linear Function Approximation
2025
Top co-authors
Reza Babanezhad
· 3
Csaba Szepesvari
· 2
Nicolas Le Roux
· 2
Alekh Agarwal
· 1
Amirreza Kazemi
· 1
Arushi Jain
· 1
Bo Dai
· 1
Dale Schuurmans
· 1
Doina Precup
· 1
Jincheng Mei
· 1
Marlos C. Machado
· 1
Matin Aghaei
· 1
Topics
Policy Gradient
Value-Based
Safe RL
Offline RL
Game AI