Johannes Treutlein
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(4)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Architectures
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
multi-agent system
(2)
game theory
(2)
similarity-based reasoning
(1)
inductive reasoning
(1)
gradient descent
(1)
multi-agent learning
(1)
incentive mechanism
(1)
performative prediction
(1)
fixed point
(1)
zero-shot coordination
(1)
opponent shaping
(1)
generalization performance
(1)
proper scoring rule
(1)
coordination game
(1)
cooperative equilibrium
(1)
general-sum game
(1)
recurrent network
(1)
consistent learning
(1)
prosocial solution
(1)
large language model
(1)
Papers
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
NeurIPS 2024
Incentivizing honest performative predictions with proper scoring rules
UAI 2023
Similarity-based cooperative equilibrium
NeurIPS 2023
COLA: Consistent Learning with Opponent-Learning Awareness
ICML 2022
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
NeurIPS 2022
A New Formalism, Method and Open Issues for Zero-Shot Coordination
ICML 2021