Items where Author is "Rayment, George"
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Number of items: 2.
Conference or Workshop Item
Rayment, George and Kampouridis, Michael (2024) Enhancing High-Frequency Trading with Deep Reinforcement Learning using Advanced Positional Awareness Under a Directional Changes Paradigm. In: International Conference on Machine Learning and Applications, 2024-12-18 - 2024-12-20, Miami, USA. (In Press)
Thesis
Rayment, George (2025) Deep reinforcement learning for trading strategy development on high-frequency currency data using directional changes sampling. Doctoral thesis, University of Essex. DOI https://doi.org/10.5526/ERR-00042298