@inproceedings{rayment2024enhancing, author = {Rayment, G. and Kampouridis, M.}, title = {{Enhancing High-Frequency Trading with Deep Reinforcement Learning using Advanced Positional Awareness Under a Directional Changes Paradigm}}, booktitle = {International Conference on Machine Learning and Applications}, publisher = {IEEE}, pages = {63--70}, year = {2024}, doi = {10.1109/icmla61862.2024.00015}, url = {https://kampouridis.net/papers/Enhancing_HFT_with_DRL_using_Advanced_Positional_Awareness_Under_a_DC_Paradigm___ICMLA_24___SUBMISSION.pdf}, keywords = {CP}, }