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Sandeep Chinchali — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Sandeep Chinchali
13
papers ·
88
citations ·
13
h-index
The University of Texas at Austin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-agent Reinforcement Learning for Networked System Control
2020 · 62 citations
Network Offloading Policies for Cloud Robotics: a Learning-based Approach
2019 · 15 citations
Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging
2020 · 4 citations
Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics
2022 · 2 citations
R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning
2025 · 1 citations
CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control
2026
Dense Dynamics-Aware Reward Synthesis: Integrating Prior Experience with Demonstrations
2024
Reduce, Reuse, Recycle: Categories for Compositional Reinforcement Learning
2024
Top co-authors
Ufuk Topcu
· 3
Cevahir Koprulu
· 2
Ruihan Zhao
· 2
Sachin Katti
· 2
Adnan Raja
· 1
Amine Elhafsi
· 1
and Guillaume Sartoretti
· 1
and Xinzhou Wu
· 1
Apoorva Sharma
· 1
Behdad Chalaki
· 1
Christos Verginis
· 1
Daniel Kang
· 1
Topics
Model-Based RL
Multi-Agent
Value-Based
Exploration
Policy Gradient
Meta-RL
Offline RL
Safe RL