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
Rupak Majumdar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rupak Majumdar
8
papers ·
129
citations ·
60
h-index
Max Planck Institute for Software Systems
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Joint Inference of Reward Machines and Policies for Reinforcement Learning
2019 · 12 citations
Online Reinforcement Learning with Uncertain Episode Lengths
2023 · 1 citations
Kernel-Based Safe Exploration in Deep Reinforcement Learning
2026
Stochastic Principal-Agent Problems: Efficient Computation and Learning
2023
Regret-Free Reinforcement Learning for LTL Specifications
2024
Top co-authors
Debmalya Mandal
· 2
Goran Radanovic
· 2
Jiarui Gan
· 2
Adish Singla
· 1
Ahmad Yousef
· 1
Bo Wu
· 1
Daniel Neider
· 1
Ivan Gavran
· 1
Mahmoud Salamati
· 1
Nikhil Singh
· 1
Sadegh Soudjani
· 1
Sadegh Soudjani
· 1
Topics
Model-Based RL
Value-Based
Exploration
Safe RL
Meta-RL
Game AI
Multi-Agent