118 citations · 366 across the 36 of their papers we have counts for
7 papers · 1 filter
Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming
Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass
Research in multi-agent teaming has increased substantially over recent years, with knowledge-based systems to support teaming processes typically focused on delivering functional…
Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control
Jacob Simpson, Rudolph Oosthuizen, Sondoss El Sawah +1
Artificial Intelligence (AI) is rapidly becoming integrated into military Command and Control (C2) systems as a strategic priority for many defence forces. The successful implement…
Machine Education: Designing semantically ordered and ontologically guided modular neural networks
Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki +1
The literature on machine teaching, machine education, and curriculum design for machines is in its infancy with sparse papers on the topic primarily focusing on data and model eng…
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding
Nicholas R. Clayton, Hussein Abbass
The design of reward functions in reinforcement learning is a human skill that comes with experience. Unfortunately, there is not any methodology in the literature that could guide…
Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents
Hussein Abbass, John Harvey, Kate Yaxley
Artificial Intelligence (AI) technologies could be broadly categorised into Analytics and Autonomy. Analytics focuses on algorithms offering perception, comprehension, and projecti…
A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents
George Leu, Hussein Abbass
This paper offers a multi-disciplinary review of knowledge acquisition methods in human activity systems. The review captures the degree of involvement of various types of agencies…