Stefanos Leonardos
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
multi-agent learning
(3)
quantal response equilibrium
(3)
multi-agent system
(3)
game theory
(3)
nash equilibrium
(2)
multi-agent reinforcement learning
(2)
exploration-exploitation tradeoff
(1)
gradient descent
(1)
exploration exploitation
(1)
stationary distribution
(1)
regret bound
(1)
zero-sum game
(1)
market equilibrium
(1)
proportional response
(1)
learning dynamics
(1)
replicator dynamics
(1)
out-of-distribution action
(1)
gradient ascent
(1)
potential game
(1)
markov potential game
(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
NeurIPS 2023
Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games
ICLR 2022
Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality
NeurIPS 2021
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory
AAAI 2021
Learning in Markets: Greed Leads to Chaos but Following the Price is Right
IJCAI 2021