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A mixture agent that updates the mixture distribution based on EXP3.
For a reference on EXP3, see
Bandit Algorithms by Tor Lattimore and Csaba
class Exp3MixtureAgent: An agent that mixes a set of agents and updates the weights with Exp3.
class Exp3MixtureVariableCollection: A collection of variables used by subclasses of