Undergrad final year (2020) capstone project dedicated to solving traffic problems in India by transforming the current static and schedule-based traffic system into a dynamic one. I developed the Deep Reinforcement Learning algorithm that takes number of vehicles as inputs and outputs a relevant green light signal timing maintaining the current signal sequence
- To actually make the programs work, download SUMO simulator - https://www.eclipse.org/sumo/
- 3dqn.py contains the runner file, please run the program through it