Experiments using Reinforcement Learning for BioASQ as described in the following paper:
D. Molla (2017). Towards the use of deep reinforce learning with global policy for query-based extractive summarisation. Proceedings ALTA 2017, Brisbane, Australia.
$ python3
>>> import rl
>>> rl.DEBUG = True
>>> from rl import reinforce
>>> reinforce.train()
>>> from rl import reinforce
>>> reinforce.train()
$ python3
>>> from rl import reinforce
>>> reinforce.baseline()