Patrick Mannion
Scholar

Patrick Mannion

Google Scholar ID: zjX2dVcAAAAJ
Lecturer Above the Bar / Assistant Professor in Computer Science, University of Galway
Artificial IntelligenceMachine LearningMulti-Agent SystemsMulti-Objective OptimisationGame Theory
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Citations & Impact
All-time
Citations
4,965
 
H-index
18
 
i10-index
28
 
Publications
20
 
Co-authors
60
list available
Publications
6 items
Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning
Cited
0
Predicting Long-Term Self-Rated Health in Small Areas Using Ordinal Regression and Microsimulation
2026
Cited
0
Demonstration-Guided Continual Reinforcement Learning in Dynamic Environments
2025
Cited
0
Hybrid-AIRL: Enhancing Inverse Reinforcement Learning with Supervised Expert Guidance
2025
Cited
0
MOMA-AC: A preference-driven actor-critic framework for continuous multi-objective multi-agent reinforcement learning
2025
Cited
0
Ireland in 2057: Projections using a Geographically Diverse Dynamic Microsimulation
2025
Cited
0
Co-authors
15 total
Diederik M. Roijers
Diederik M. Roijers
Researcher @ Vrije Universiteit Brussel & City of Amsterdam
Roxana Rădulescu
Roxana Rădulescu
Intelligent Systems, Utrecht University
Conor F. Hayes
Conor F. Hayes
Cognizant AI Lab
Nowe Ann
Nowe Ann
Gewoon hoogleraar
Karl Mason
Karl Mason
University of Galway
Mathieu Reymond
Mathieu Reymond
Mila - Quebec AI Institute
Peter Vamplew
Peter Vamplew
Professor, Information Technology, Federation University Australia
Timothy Verstraeten
Timothy Verstraeten
Post-doctoral researcher, Vrije Universiteit Brussel