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Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning

Home Page: https://papers.nips.cc/paper/7205-robust-and-efficient-transfer-learning-with-hidden-parameter-markov-decision-processes

License: MIT License

Python 85.55% Jupyter Notebook 14.45%
bayesian-neural-networks dqn reinforcement-learning transfer-learning

hip-mdp-public's People

Contributors

twkillian avatar yaojiayu0826 avatar

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zhusj anu003 shubhampachori12110095 duke24k reiisky tengyangxie userab1236872 cipherrat lushao1231 jkun-332 dean501088

hip-mdp-public's Issues

running acrobat and hiv experiments got errors

Running codes by setting domain = 'hiv' got error:

Traceback (most recent call last):
  File "hiv_baseline.py", line 58, in <module>
    sys_param_set, mean_episode_errors, std_episode_errors) = batch_generator_hipmdp.run_experiment()
  File "/home/hao/Dropbox/CODE/bnn/HiPMDP.py", line 622, in run_experiment
    self.run_instance()
  File "/home/hao/Dropbox/CODE/bnn/HiPMDP.py", line 478, in run_instance
    self.__get_instance_param_set()
  File "/home/hao/Dropbox/ICML18/bnn/HiPMDP.py", line 213, in __get_instance_param_set
    self.instance_param_set = self.preset_hidden_params[instance_idx]
IndexError: list index out of range

On acrobot experiments, line2 import check_random_state from acro_utlis.py, however, there is no check_random_state there.

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