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
Dhruv Malik — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dhruv Malik
4
papers ·
37
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems
2018 · 26 citations
When Is Generalizable Reinforcement Learning Tractable?
2021 · 6 citations
Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity
2021 · 3 citations
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning
2018 · 2 citations
Top co-authors
Yuanzhi Li
· 2
Aldo Pacchiano
· 1
Anca D. Dragan
· 1
Ashwin Pananjady
· 1
Dylan Hadfield-Menell
· 1
Jaime F. Fisac
· 1
Koulik Khamaru
· 1
Kush Bhatia
· 1
Malayandi Palaniappan
· 1
Martin J. Wainwright
· 1
Peter L. Bartlett
· 1
Pradeep Ravikumar
· 1
Topics
Model-Based RL
Exploration
Value-Based
Multi-Agent
RLHF & Alignment
Policy Gradient
Meta-RL
Game AI