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
Siamak Ravanbakhsh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Siamak Ravanbakhsh
10
papers ·
15
citations ·
18
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Utility Theory for Sequential Decision Making
2022 · 2 citations
Long-Horizon Model-Based Offline Reinforcement Learning Without Explicit Conservatism
2025
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
2023
Learning to Reach Goals via Diffusion
2023
Sampling from Energy-based Policies using Diffusion
2024
Top co-authors
Vineet Jain
· 3
Arnab Kumar Mondal
· 1
Esther Derman
· 1
Kaleem Siddiqi
· 1
Mehran Shakerinava
· 1
Pierre-Luc Bacon
· 1
Sai Rajeswar
· 1
Siba Smarak Panigrahi
· 1
Tara Akhound-Sadegh
· 1
Tianwei Ni
· 1
Vincent Taboga
· 1
Topics
Model-Based RL
Offline RL
Value-Based
Safe RL
Policy Gradient