4 papers
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
Gregory Palmer, Luke Swaby, Daniel J. B. Harrold +5
The recent rise in increasingly sophisticated cyber-attacks raises the need for robust and resilient autonomous cyber-defence (ACD) agents. Given the variety of cyber-attack tactic…
Machine Theory of Mind for Autonomous Cyber-Defence
Luke Swaby, Matthew Stewart, Daniel Harrold +2
Intelligent autonomous agents hold much potential for the domain of cyber-security. However, due to many state-of-the-art approaches relying on uninterpretable black-box models, th…
Developing an AI-enabled IIoT platform -- Lessons learned from early use case validation
Holger Eichelberger, Gregory Palmer, Svenja Reimer +6
For a broader adoption of AI in industrial production, adequate infrastructure capabilities are crucial. This includes easing the integration of AI with industrial devices, support…
Market Making with Scaled Beta Policies
Joseph Jerome, Gregory Palmer, Rahul Savani
This paper introduces a new representation for the actions of a market maker in an order-driven market. This representation uses scaled beta distributions, and generalises three ap…