Please don't revise test.py, environment.py, atari_wrapper.py, agent_dir/agent.py
Type the following command to install OpenAI Gym Atari environment.
$ pip3 install opencv-python gym gym[atari]
Please refer to OpenAI's page if you have any problem while installing.
training policy gradient:
$ python3 main.py --train_pg
testing policy gradient:
$ python3 test.py --test_pg
training DQN:
$ python3 main.py --train_dqn
testing DQN:
$ python3 test.py --test_dqn
If you want to see your agent playing the game,
$ python3 test.py --test_[pg|dqn] --do_render
.
├── agent_dir (all agents are placed here)
│ ├── agent.py (defined 4 required functions of the agent. DO NOT MODIFY IT)
│ ├── agent_dqn.py (DQN agent sample code)
│ └── agent_pg.py (PG agent sample code)
├── argument.py (you can add your arguments in here. we will use the default value when running test.py)
├── atari_wrapper.py (wrap the atari environment. DO NOT MODIFY IT)
├── environment.py (define the game environment in HW3, DO NOT MODIFY IT)
├── main.py (main function)
└── test.py (test script. we will use this script to test your agents. DO NOT MODIFY IT)
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