Clustered RL

Detailed Description

This module implements novel methods for sampling from a large discrete set using adaptive clustering and Reinforcement Learning. It implements two such samplers:

• a simple Clustered Reinforcement Learning sampler, using a predefined set of clusters over the discrete set
• an Adaptively Clustered Reinforcement Learning sampler, using an adaptively refined clustering over the discrete set

Classes
struct	ClusteredRLView
struct	ClusteredRLStorage
struct	AdaptiveClusteredRLView
struct	AdaptiveClusteredRLStorage

Functions
ClusteredRLView	view (ClusteredRLStorage &storage)
AdaptiveClusteredRLView	view (AdaptiveClusteredRLStorage &storage)