High Frequency Trading with Deep Reinforcement Learning Agents Under a Directional Changes Sampling Framework. - George Rayment; Michael Kampouridis (SSCI, 2023)

Enhancing High-Frequency Trading with Deep Reinforcement Learning Using Advanced Positional Awareness Under a Directional Changes Paradigm. - George Rayment; Michael Kampouridis (ICMLA, 2024)

Using machine learning for fault detection in lighthouse light sensors. - Michael Kampouridis; Nikolaos Vastardis; George Rayment (CoRR, 2024)