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
Sourav Ganguly — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sourav Ganguly
4
papers ·
0
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Peak-cost Constrained Reinforcement Learning
2026
Provably Efficient Sample Complexity for Robust CMDP
2025
Certifiable Safe RLHF: Semantic Grounding and Fixed Penalty Constraint Optimization for Safer LLM Alignment
2025
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
2025
Top co-authors
Arnob Ghosh
· 2
Adam Wierman
· 1
Arnesh Banerjee
· 1
Arnob Ghosh
· 1
Debdipta Goswami
· 1
Honghao Wei
· 1
Kartik Pandit
· 1
Kishan Panaganti
· 1
Santosh Mohan Rajkumar
· 1
Shaahin Angizi and Arnob Ghosh
· 1
Shilpa Mukhopadhyay
· 1
Topics
Safe RL
Model-Based RL
Value-Based
RLHF & Alignment