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A REINFORCE Agent.
Implements the REINFORCE algorithm from (Williams, 1992): http://www-anw.cs.umass.edu/~barto/courses/cs687/williams92simple.pdf
Classes
class ReinforceAgent: A REINFORCE Agent.
class ReinforceAgentLossInfo: ReinforceAgentLossInfo is stored in the extras field of the LossInfo.