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README.md
RL_brain2.py
env.py
lights.py
visual.py

README.md

two_intersections (linear road network)

  • env.py: define the traffic light environment for two intersections each with four bidirectional roads.
  • lights.py: apply DQN agent to learn and control.
  • RL_brain2.py: class of DQN algorithms with 4-layer neural network as eval net and target net.
  • python lights.py to run.
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