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Module: tf_agents.agents.reinforce.reinforce_agent

A REINFORCE Agent.

Implements the REINFORCE algorithm from (Williams, 1992): https://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.

Type Aliases

AdvantageFnType: The central part of internal API.