| Deep reinforcement learning-based energy storage arbitrage with accurate lithium-ion battery degradation model J Cao, D Harrold, Z Fan, T Morstyn, D Healey, K Li IEEE Transactions on Smart Grid 11 (5), 4513-4521, 2020 | 218 | 2020 |
| Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning DJB Harrold, J Cao, Z Fan Applied Energy 318, 119151, 2022 | 43 | 2022 |
| Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning DJB Harrold, J Cao, Z Fan Energy 238, 121958, 2022 | 39 | 2022 |
| Battery control in a smart energy network using double dueling deep q-networks DJB Harrold, J Cao, Z Fan 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 106-110, 2020 | 12 | 2020 |
| Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey G Palmer, C Parry, DJB Harrold, C Willis arXiv preprint arXiv:2310.07745, 2023 | | 2023 |
| Deep Reinforcement Learning for Smart Energy Networks DJB Harrold | | 2023 |
| Deep Reinforcement Learning for Energy Storage System Management in Smart Energy Networks: A Survey DJB Harrold, J Cao, Z Fan | | |
