Package com.mwt.explorers

Interface Summary

Interface	Description
Explorer<T>	Exposes a method to choose an action given a generic context, and obtain the relevant exploration bits.

Class Summary

Class	Description
BootstrapExplorer<T>	The Bootstrap explorer randomizes over the actions chosen by a set of default policies.
EpsilonGreedyExplorer<T>	The epsilon greedy exploration algorithm.
GenericExplorer<T>	GenericExplorer provides complete flexibility.
MwtExplorer<T>	The top-level MwtExplorer class.
SoftmaxExplorer<T>	In some cases, different actions have a different scores, and you would prefer to choose actions with large scores.
TauFirstExplorer<T>	The tau-first explorer collects exactly tau uniform random exploration events, and then uses the default policy thereafter.
VariableActionBootstrapExplorer<T extends VariableActionContext>	The Bootstrap explorer randomizes over the actions chosen by a set of default policies.
VariableActionEpsilonGreedyExplorer<T extends VariableActionContext>	The epsilon greedy exploration algorithm.
VariableActionGenericExplorer<T extends VariableActionContext>	GenericExplorer provides complete flexibility.
VariableActionSoftmaxExplorer<T extends VariableActionContext>	In some cases, different actions have a different scores, and you would prefer to choose actions with large scores.
VariableActionTauFirstExplorer<T extends VariableActionContext>	The tau-first explorer collects exactly tau uniform random exploration events, and then uses the default policy thereafter.