Michael P. Wellman
12 papers · 2003–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Academic Marathon Β· Ultra π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Pioneer
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Keyword Trendsetter Combo
(4)
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Topic Evolution
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Trend Setter
π
Conference Pioneer
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Keyword Collector
(62)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(5)
Reinforcement Learning
(4)
Applications
(4)
Application Areas
(3)
Methods
(3)
Mathematics & Optimization
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Security & Privacy
(1)
Keywords
game theory
(2)
agent-based model
(2)
market manipulation
(2)
nash equilibrium
(2)
opponent modeling
(2)
bayesian inference
(1)
strategic decision-making
(1)
reinforcement learning
(1)
mechanism design
(1)
anomaly detection
(1)
cloaking mechanism
(1)
privacy preserving
(1)
policy iteration
(1)
multi-agent learning
(1)
monte carlo tree search
(1)
equilibrium computation
(1)
exploration policy
(1)
fraud detection
(1)
strategic interaction
(1)
adversarial learning
(1)
Papers
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling
IJCAI 2025
Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning
ICML 2025
A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning
IJCAI 2024
Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis
IJCAI 2024
Strategic Knowledge Transfer
JMLR 2023
Evolution Strategies for Approximate Solution of Bayesian Games
AAAI 2021
Market Manipulation: An Adversarial Learning Framework for Detection and Evasion
IJCAI 2020
Cap-and-Trade Emissions Regulation: A Strategic Analysis
IJCAI 2019
Deception in Finitely Repeated Security Games
AAAI 2019
A Cloaking Mechanism to Mitigate Market Manipulation
IJCAI 2018
Welfare Effects of Market Making in Continuous Double Auctions: Extended Abstract
IJCAI 2016
Nash Q-Learning for General-Sum Stochastic Games
JMLR 2003