MMLF skill discovery interface
This module defines the interface for skill discovery methods
Inform skill discovery of a new transition and search for new skills.
Inform skill discovery that an episode has terminated.
The skill discovery interface.
New in version 0.9.9.
Factory method that creates skill discovery based on spec-dictionary.
Inform skill discovery method that the current episode terminated.
Returns dict that contains a mapping from skill discovery name to class.
Inform skill discovery method about a new state transition.
The agent has transitioned from state to succState after executing action and obtaining the reward reward.
Returns a pair consisting of the list of discovered options and whether a new option was discovered based on this state transition.