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A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

License: Other

Python 0.43% Jupyter Notebook 99.57%
uber atari deep-learning deep-reinforcement-learning machine-learning machinelearning research ai artificial-intelligence training-algorithm

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andrewschreiber avatar jal278 avatar myhrvold avatar ruiwang2uber avatar

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atari-model-zoo's Issues

NotImplementedError when running generate_rollout

Traceback (most recent call last):
File "/home/anand/IDSIA/mutual-information-keypoints/collect_atari_data.py", line 27, in
results = generate_rollout(m,min_frames=2500,max_frames=2500)
File "/home/anand/anaconda3/envs/tf-gpu/lib/python3.6/site-packages/atari_zoo/rollout.py", line 135, in generate_rollout
obs = env.reset()
File "/home/anand/anaconda3/envs/tf-gpu/lib/python3.6/site-packages/gym/core.py", line 258, in reset
return self.observation(observation)
File "/home/anand/anaconda3/envs/tf-gpu/lib/python3.6/site-packages/gym/core.py", line 265, in observation
raise NotImplementedError
NotImplementedError

module 'atari_zoo' has no attribute 'config'

I'm trying to run the first example in the README but I receive the above error. The full error output is

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-9-664a6ea657a7> in <module>
      3 run_id = 1
      4 tag = "final"
----> 5 m = MakeAtariModel(algo,env,run_id,tag)()

~/Development/venvs/pytorch-gpu/lib/python3.6/site-packages/atari_zoo/model_maker.py in MakeAtariModel(algo, environment, run_no, tag, local)
    427     model_path,data_path,log_path = GetFilePathsForModel(algo,environment,run_no,tag,local)
    428 
--> 429     if atari_zoo.config.debug:
    430         print('Model path:',model_path)
    431         print('Data path:',data_path)

AttributeError: module 'atari_zoo' has no attribute 'config'

Is this an issue other people are experiencing or just me? Any clarification or thoughts appreciated.

Trained models not available

Got HTTP 403 Forbidden error when fetching any pretrained a2c or apex models. Only able to get dopamine DQN or Rainbow models.

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