Asuman E. Ozdaglar
9 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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The Questioner
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Research topics
Keywords
large language model
(3)
sample efficiency
(2)
multi-agent system
(2)
nash equilibrium
(2)
linear programming
(2)
extensive-form game
(2)
model misspecification
(1)
game theory
(1)
offline reinforcement learning
(1)
adversarial training
(1)
markov decision process
(1)
primal-dual optimization
(1)
policy optimization
(1)
counterfactual regret minimization
(1)
collaborative learning
(1)
function approximation
(1)
surrogate loss
(1)
no-regret learning
(1)
mirror descent
(1)
policy gradient
(1)
Papers
A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence
ICLR 2025
Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach
ICML 2025
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
ICLR 2025
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning
ACL 2025
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback
ICML 2024
MisinfoEval: Generative AI in the Era of “Alternative Facts”
EMNLP 2024
Uniformly Stable Algorithms for Adversarial Training and Beyond
ICML 2024
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation
ICML 2023
The Power of Regularization in Solving Extensive-Form Games
ICLR 2023