bioasq-rl

Experiments using Reinforcement Learning for BioASQ

Train and evaluate reinforce for debugging

$ python3
>>> import rl
>>> rl.DEBUG = True
>>> from rl import reinforce
>>> reinforce.train()

Train and evaluate reinforce for production

>>> from rl import reinforce
>>> reinforce.train()

Train and evaluate NNbaseline for debugging

$ python3
>>> import rl
>>> rl.DEBUG = True
>>> from rl import reinforce
>>> reinforce.NNbaseline()

Train and evaluate NNbaseline for production

$ python3
>>> from rl import reinforce
>>> reinforce.NNbaseline()

Run "first n" baseline

$ python3
>>> from rl import reinforce
>>> reinforce.baseline()