@article{202410.1308, doi = {10.20944/preprints202410.1308.v1}, url = {https://doi.org/10.20944/preprints202410.1308.v1}, year = 2024, month = {October}, publisher = {Preprints}, author = {Rodrigo Gutierrez-Moreno and Rafael Barea and Elena López-Guillén and Felipe Arango and Fabio Sánchez-García and Luis M. Bergasa}, title = {Enhancing Autonomous Driving in Urban Scenarios: A Hybrid Approach with Reinforcement Learning and Classical Control}, journal = {Preprints} }