Stefanos Leonardos
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (12)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
Conferences
AAAI (2)
ICLR (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
multi-agent system
(3)
multi-agent learning
(3)
game theory
(3)
quantal response equilibrium
(2)
quantal-response equilibrium
(2)
stationary distribution
(1)
regret bound
(1)
zero-sum game
(1)
market equilibrium
(1)
proportional response
(1)
learning dynamics
(1)
out-of-distribution action
(1)
gradient ascent
(1)
exploration-exploitation trade-off
(1)
coordination game
(1)
li-yorke chao
(1)
value decomposition
(1)
equilibrium selection
(1)
fisher market
(1)
cournot competition
(1)
Papers
Asymptotic Extinction in Large Coordination Games
AAAI 2025
Beating Price of Anarchy and Gradient Descent without Regret in Potential Games
ICLR 2024
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation
NIPS 2023
Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games
ICLR 2022
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory
AAAI 2021
Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality
NIPS 2021
Learning in Markets: Greed Leads to Chaos but Following the Price is Right
IJCAI 2021