):
"""
Creates the curiosity model for the Curiosity reward Generator
:param policy: The model being used by the learning policy
:param policy: The policy being trained
:param encoding_size: The size of the encoding for the Curiosity module
:param learning_rate: The learning rate for the curiosity module