Dr Andrew Cullen
University Guest (Academic)
School of Computing and Information Systems
27 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
Physics-Informed Learning for Multiplayer Differential Games
DOI: 10.1109/LCSYS.2026.37006932026
Book Chapter
(Poster) Physics-Informed Value Approximation for Pursuit-Evasion Games
DOI: 10.1007/978-3-032-08067-7_172025
Journal article
Algorithmically-designed reward shaping for multiagent reinforcement learning in navigation
DOI: 10.1016/j.neucom.2025.1316542025
Journal article
Game-Theoretic Analysis of Adversarial Decision Making in a Complex Socio-Physical System
DOI: 10.1007/s13235-024-00593-42025
Journal article
Suboptimality of Constrained Action Adversarial Cyber-Physical Games
DOI: 10.1007/s13235-025-00631-92025
Research contracts (non-grants)
Adversarial Reinforcement Learning: Attacks and Defences
2021
Research Contracts
Game Theory and Machine Learning for at Scale Network Unified Warfighting Models
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
MULTI-LEVEL CERTIFIED DEFENSE AGAINST POISONING ATTACKS IN OFFLINE REINFORCEMENT LEARNING
2025
Conference Proceedings
A Swarmalator-Based Multiplayer Pursuit-Evasion Game
DOI: 10.1109/CDC57313.2025.113130232025
Conference Proceedings
Position: Certified Robustness Does Not (Yet) Imply Model Security
2024
Journal article
Human Decisions versus Multi-agent Reinforcement Learning in a Pursuit-evader Game
DOI: 10.1016/j.ifacol.2025.01.1912024
Conference Proceedings
Reinforcement Learning for Joint Resource and Power Allocation in D2D Communications
DOI: 10.1109/CDC56724.2024.10886169