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Transportation management environment and reinforcement learning algorithms to optimize traffic problems.

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BAH_AI_transportation-

Transportation management environment and reinforcement learning algorithms to optimize traffic problems.

to get dynaq results:

python solve_DynaQ_traffic.py

  • env_transporation_simulator.py -- model of environment
  • Dynaq_traffic.py -- model of DynaQ algorithm
  • play_traffic_env.py -- some commands you can use to interact with traffic environment
  • solve_dynaq_traffic.py -- run DynaQ under traffic environment

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Transportation management environment and reinforcement learning algorithms to optimize traffic problems.

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