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
Rajeev Alur — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rajeev Alur
12
papers ·
74
citations ·
82
h-index
California University of Pennsylvania
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Composable Specification Language for Reinforcement Learning Tasks
2020 · 21 citations
Compositional Reinforcement Learning from Logical Specifications
2021 · 10 citations
Specification-Guided Learning of Nash Equilibria with High Social Welfare
2022 · 9 citations
Policy Synthesis and Reinforcement Learning for Discounted LTL
2023 · 3 citations
Abstract Value Iteration for Hierarchical Reinforcement Learning
2020 · 2 citations
Robust Subtask Learning for Compositional Generalization
2023 · 2 citations
Risk-Sensitive Agent Compositions
2025
Top co-authors
Kishor Jothimurugan
· 6
Osbert Bastani
· 6
Suguman Bansal
· 2
Ashutosh Trivedi
· 1
Fabio Somenzi
· 1
Guruprerana Shabadi
· 1
Mateo Perez
· 1
Steve Hsu
· 1
Topics
Safe RL
Multi-Agent
Meta-RL
Model-Based RL
Game AI
Value-Based
Exploration