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Georgios Piliouras — most-cited papers & profile · Reinforcement Learning
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Georgios Piliouras
6
papers ·
31
citations ·
26
h-index
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Most-cited papers
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
2022 · 13 citations
Exploiting hidden structures in non-convex games for convergence to Nash equilibrium
2023 · 1 citations
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning
2024
Beyond Strict Competition: Approximate Convergence of Multi Agent Q-Learning Dynamics
2023
Top co-authors
Aamal Hussain
· 1
Andreas Haupt
· 1
Ayush Jain
· 1
Emmanouil-Vasileios Vlatakis-Gkaragkounis
· 1
Francesco Belardinelli
· 1
Ian Gemp
· 1
Iosif Sakos
· 1
Julien P\'erolat
· 1
Luke Marris
· 1
Mathieu Lauri\`ere
· 1
Matthieu Geist
· 1
Olivier Pietquin
· 1
Topics
Multi-Agent
Game AI
Value-Based
Safe RL
Policy Gradient