├── LICENSE ├── README.md ├── evaluation_multi_agent.py ├── evaluation_results ├── agent_rl_0.xls ├── agent_rl_1.xls ├── agent_rl_2.xls ├── agent_rl_3.xls ├── agent_rl_4.xls ├── agent_rl_5.xls ├── agent_rl_6.xls └── agent_rl_7.xls ├── images ├── XRouting_structure.png └── network.png ├── network.png ├── rl ├── __pycache__ │ └── model_config.cpython-38.pyc ├── env │ ├── __pycache__ │ │ ├── dynamic_rerouting_env.cpython-38.pyc │ │ └── multi_agent_rerouting_env.cpython-38.pyc │ ├── dynamic_rerouting_env.py │ └── multi_agent_rerouting_env.py ├── model │ ├── DQN_model.py │ ├── XRouting_model.py │ ├── __pycache__ │ │ ├── DQN_model.cpython-38.pyc │ │ ├── XRouting_model.cpython-38.pyc │ │ ├── multi_head_attention.cpython-38.pyc │ │ └── normal_PPO_model.cpython-38.pyc │ ├── multi_head_attention.py │ └── normal_PPO_model.py └── model_config.py ├── sumo_scenario ├── edge_coordinates.xlsx ├── exercise.add.xml ├── scenario.net.xml ├── scenario.sumocfg.xml ├── scenario.trips.xml ├── scenario_log.txt ├── scenario_rl.sumocfg.xml ├── scenario_rl.trips.xml └── scenario_rl_log.txt ├── train.py ├── trained_models └── XRouting │ ├── checkpoint_1 │ ├── checkpoint-50 │ └── checkpoint-50.tune_metadata │ ├── checkpoint_2 │ ├── checkpoint-50 │ └── checkpoint-50.tune_metadata │ ├── checkpoint_3 │ ├── checkpoint-50 │ └── checkpoint-50.tune_metadata │ └── checkpoint_4 │ ├── checkpoint-50 │ └── checkpoint-50.tune_metadata ├── training_result ├── DQN │ └── DQN │ │ ├── DQN_DynamicRerouteEnv-v0_46cd5_00000_0_2022-07-28_16-07-08 │ │ ├── events.out.tfevents.1658995628.wangzhengdeMacBook-Pro-2.local │ │ ├── params.json │ │ ├── params.pkl │ │ ├── progress.csv │ │ └── result.json │ │ ├── basic-variant-state-2022-07-28_16-07-08.json │ │ └── experiment_state-2022-07-28_16-07-08.json ├── PPO │ └── PPO │ │ ├── PPO_DynamicRerouteEnv-v0_1a9c4_00000_0_2022-07-28_15-58-45 │ │ ├── events.out.tfevents.1658995125.wangzhengdeMacBook-Pro-2.local │ │ ├── params.json │ │ ├── params.pkl │ │ ├── progress.csv │ │ └── result.json │ │ ├── PPO_DynamicRerouteEnv-v0_992c6_00000_0_2022-07-28_16-09-26 │ │ ├── events.out.tfevents.1658995767.wangzhengdeMacBook-Pro-2.local │ │ ├── params.json │ │ ├── params.pkl │ │ ├── progress.csv │ │ └── result.json │ │ ├── basic-variant-state-2022-07-28_15-58-45.json │ │ ├── basic-variant-state-2022-07-28_16-09-26.json │ │ ├── experiment_state-2022-07-28_15-58-45.json │ │ └── experiment_state-2022-07-28_16-09-26.json └── XRouting │ └── PPO │ ├── PPO_DynamicRerouteEnv-v0_70add_00000_0_2022-07-28_16-08-19 │ ├── events.out.tfevents.1658995699.wangzhengdeMacBook-Pro-2.local │ ├── params.json │ ├── params.pkl │ ├── progress.csv │ └── result.json │ ├── basic-variant-state-2022-07-28_16-08-18.json │ └── experiment_state-2022-07-28_16-08-18.json ├── training_tripinfo ├── DQN_training │ ├── reward_each_episode.csv │ ├── tripinfo0.xml │ ├── tripinfo1.xml │ └── tripinfo2.xml ├── PPO_training │ ├── reward_each_episode.csv │ ├── tripinfo0.xml │ ├── tripinfo1.xml │ └── tripinfo2.xml 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