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
George J. Pappas — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
George J. Pappas
55
papers ·
331
citations ·
98
h-index
Defense Threat Reduction Agency · Lawrence Technological University · California University of Pennsylvania · University of Pennsylvania · Philadelphia University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Q-network for Active Information Acquisition
2019 · 19 citations
Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees
2019 · 8 citations
Learning to Track Dynamic Targets in Partially Known Environments
2020 · 8 citations
Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity
2023 · 6 citations
Zeroth-order Deterministic Policy Gradient
2020 · 5 citations
Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning
2023 · 3 citations
Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling
2024 · 3 citations
Active Learning for Control-Oriented Identification of Nonlinear Systems
2024 · 3 citations
Finite-Time Analysis of Asynchronous Multi-Agent TD Learning
2024 · 2 citations
Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error
2025 · 1 citations
Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
2023 · 1 citations
Learning to Coordinate via Quantum Entanglement in Multi-Agent Reinforcement Learning
2026
Long-Term Mapping of the Douro River Plume with Multi-Agent Reinforcement Learning
2025
Assumed Density Filtering Q-learning
2017
Scalable Reinforcement Learning Policies for Multi-Agent Control
2020
Top co-authors
Aritra Mitra
· 5
Hamed Hassani
· 4
Heejin Jeong
· 4
Daniel D. Lee
· 3
Nicolo Dal Fabbro
· 3
Arman Adibi
· 2
Bruce D. Lee
· 2
Manfred Morari
· 2
Nicol\`o Dal Fabbro
· 2
Nikolai Matni
· 2
Alejandro Ribeiro
· 1
Alessandro Abate
· 1
Topics
Value-Based
Model-Based RL
Multi-Agent
Exploration
Policy Gradient
cs.MA
cs.LG
cs.SY
eess.SY
stat.ML