Battery Control in a Smart Energy Network using Double Dueling Deep Q-Networks. - Daniel J. B. Harrold; Jun Cao; Zhong Fan (ISGT-Europe, 2020)

Deep Reinforcement Learning-Based Energy Storage Arbitrage With Accurate Lithium-Ion Battery Degradation Model. - Jun Cao; Dan Harrold; Zhong Fan; Thomas Morstyn; David Healey; Kang Li 002 (IEEE Trans. Smart Grid, 2020)

Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning. - Daniel J. B. Harrold; Jun Cao; Zhong Fan (CoRR, 2021)

Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning. - Daniel J. B. Harrold; Jun Cao; Zhong Fan (CoRR, 2021)

Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey. - Gregory Palmer; Chris Parry; Daniel J. B. Harrold; Chris Willis (CoRR, 2023)

Machine Theory of Mind for Autonomous Cyber-Defence. - Luke Swaby; Matthew Stewart; Daniel J. B. Harrold; Chris Willis; Gregory Palmer (CoRR, 2024)

An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents. - Gregory Palmer; Luke Swaby; Daniel J. B. Harrold; Matthew Stewart; Alex Hiles; Chris Willis; Ian Miles; Sara Farmer (CoRR, 2025)