TO-DO

• Design test cases

  • Competition tests for 24 different test cases. Must ensure our agent performs well in a number of varied situations
  • Edge cases are important, some ideas:
    • Flow from only 1 direction
    • Flow from 2 directions on the same axis
    • Flow from 2 directions on different axis
    • Very heavy traffic
    • Light traffic
    • Heavy traffic in one direction, light in the other

• Decide on framework, type of agent, hyperparameters, etc

  • Suggested type according to reasearch: Deep Q-learning Network