A novel flexible model for piracy and robbery assessment of merchant ship operations

S Pristrom, Z Yang, J Wang, X Yan - Reliability Engineering & System …, 2016 - Elsevier
Maritime piracy and robbery can not only cause logistics chain disruption leading to
economic consequences but also result in loss of lives, and short-and long-term health …

Game-theoretic patrolling with dynamic execution uncertainty and a case study on a real transit system

FM Delle Fave, AX Jiang, Z Yin, C Zhang… - Journal of Artificial …, 2014 - jair.org
Attacker-Defender Stackelberg security games (SSGs) have emerged as an important
research area in multi-agent systems. However, existing SSGs models yield fixed, static …

Maritime piracy situation modelling with dynamic Bayesian networks

JJ Dabrowski, JP De Villiers - Information fusion, 2015 - Elsevier
A generative model for modelling maritime vessel behaviour is proposed. The model is a
novel variant of the dynamic Bayesian network (DBN). The proposed DBN is in the form of a …

Game Theory for Unmanned Vehicle Path Planning in the Marine Domain: State of the Art and New Possibilities

M Cococcioni, L Fiaschi, PFJ Lermusiaux - Journal of Marine Science …, 2021 - mdpi.com
Thanks to the advent of new technologies and higher real-time computational capabilities,
the use of unmanned vehicles in the marine domain has received a significant boost in the …

[PDF][PDF] Agents vs. pirates: multi-agent simulation and optimization to fight maritime piracy.

M Jakob, O Vanek, O Hrstka, M Pechoucek - AAMAS, 2012 - aamas.csc.liv.ac.uk
Contemporary maritime piracy presents a significant threat to the global ship** industry,
with annual costs estimated at up to US $12 bn. To address the threat, commanders and …

Using multi-agent simulation to improve the security of maritime transit

O Vaněk, M Jakob, O Hrstka, M Pěchouček - Multi-Agent-Based …, 2012 - Springer
Despite their use for modeling traffic in ports and regional waters, multi-agent simulations
have not yet been applied to model maritime traffic on a global scale. We therefore propose …

Learning machiavellian strategies for manipulation in Stackelberg security games

JB Clempner - Annals of Mathematics and Artificial Intelligence, 2022 - Springer
This paper suggests a new approach for repeated Stackelberg security games (SSGs)
based on manipulation. Manipulation is a strategy interpreted by the Machiavellianism …

The deployment-to-saturation ratio in security games

M Jain, K Leyton-Brown, M Tambe - … of the AAAI Conference on Artificial …, 2012 - ojs.aaai.org
Stackelberg security games form the backbone of systems like ARMOR, IRIS and PROTECT,
which are in regular use by the Los Angeles International Police, US Federal Air Marshal …

A unified model for context-based behavioural modelling and classification

JJ Dabrowski, JP De Villiers - Expert Systems with Applications, 2015 - Elsevier
A unified Bayesian model that simultaneously performs behavioural modelling, information
fusion and classification is presented. The model is expressed in the form of a dynamic …

An extended study on addressing defender teamwork while accounting for uncertainty in attacker defender games using iterative dec-mdps

E Shieh, AX Jiang, A Yadav… - Multiagent and Grid …, 2015 - content.iospress.com
Multi-agent teamwork and defender-attacker security games are two areas that are currently
receiving significant attention within multi-agent systems research. Unfortunately, despite the …