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Kai Cui — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Kai Cui
13
papers ·
42
citations ·
6
h-index
Central South University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Discrete-Time Mean Field Control with Environment States
2021 · 15 citations
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning
2021 · 12 citations
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning
2022 · 8 citations
Major-Minor Mean Field Multi-Agent Reinforcement Learning
2023 · 3 citations
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons
2022 · 2 citations
Learning Graphon Mean Field Games and Approximate Nash Equilibria
2021 · 1 citations
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
2023 · 1 citations
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
2022
Sparse Mean Field Load Balancing in Large Localized Queueing Systems
2023
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
2024
FPGA-Based Neural Thrust Controller for UAVs
2024
Top co-authors
Heinz Koeppl
· 10
Christian Fabian
· 5
Anam Tahir
· 4
Mengguang Li
· 3
Ahmed Elshamanhory
· 1
Christian Hochberger and Heinz Koeppl
· 1
David Scheunert
· 1
Gizem Ekinci
· 1
Jonas Gehrunger
· 1
Mark Sinzger
· 1
Sascha Hauck
· 1
Sharif Azem
· 1
Topics
Multi-Agent
Game AI
Model-Based RL
Value-Based
Policy Gradient
Safe RL