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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
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Decide on framework, type of agent, hyperparameters, etc
- Suggested type according to reasearch: Deep Q-learning Network