Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Sharan Vaswani — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sharan Vaswani
9
papers ·
5
citations ·
12
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs
2026
Towards Parameter-Free Temporal Difference Learning
2026
Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processes
2026
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
Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs
2024
Top co-authors
Reza Babanezhad
· 4
Csaba Szepesvári
· 3
Max Qiushi Lin
· 3
Michael Lu
· 3
Matin Aghaei
· 2
Nicolas Le Roux
· 2
Reza Asad
· 2
Alekh Agarwal
· 1
Amirreza Kazemi
· 1
Anant Raj
· 1
Arushi Jain
· 1
Bo Dai
· 1
Topics
Policy Gradient
cs.LG
Value-Based
Safe RL
stat.ML
Offline RL
Game AI
Exploration