Stephen Marcus McAleer
11 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (8)
π
Century Club
(10)
β‘
Prolific Year
(6)
Conferences
ICLR (6)
ICML (4)
AAAI (1)
Top co-authors
Keywords
nash equilibrium
(2)
multi-agent reinforcement learning
(2)
sample complexity
(1)
autonomous driving
(1)
regret minimization
(1)
counterfactual regret minimization
(1)
zero-sum game
(1)
extensive-form game
(1)
reward variance
(1)
variance minimization
(1)
game-theoretic framework
(1)
double oracle
(1)
agent coordination
(1)
switching control
(1)
centralized learning
(1)
independent learning
(1)
risk-averse equilibrium
(1)
multi-agent system
(1)
game solving
(1)
hyperparameter schedule
(1)
Papers
Faster Game Solving via Hyperparameter Schedules
AAAI 2026
Confronting Reward Model Overoptimization with Constrained RLHF
ICLR 2024
Llemma: An Open Language Model for Mathematics
ICLR 2024
Toward Optimal Policy Population Growth in Two-Player Zero-Sum Games
ICLR 2024
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
ICLR 2024
Illusory Attacks: Information-theoretic detectability matters in adversarial attacks
ICLR 2024
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
ICML 2024
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
ICML 2023
Regret-Minimizing Double Oracle for Extensive-Form Games
ICML 2023
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret
ICLR 2023
MANSA: Learning Fast and Slow in Multi-Agent Systems
ICML 2023