Contents
Reference
mlpy.agents
mlpy.auxiliary
mlpy.cluster
mlpy.constants
mlpy.environments
mlpy.experiments
mlpy.knowledgerep
mlpy.learners
mlpy.mdp
mlpy.modules
mlpy.optimize
mlpy.planners
mlpy.search
mlpy.stats
mlpy.stats.dbn
mlpy.tools
LeastVisitedBonusExplorer.
update
Update the reward model.
Update the reward model according to a RMax based exploration policy. To drive exploration a bonus of RMax is given to the least visited states.
model : StateActionInfo
The states-action information.