Fast Reinforcement Learning

• Bottleneck in applying RL:

  • Need great amounts of data.
  • Dialog data is typically very expensive to get.

• Intuitive solution:

  • Make more efficient use of training data.
  • Generalize learning over similar states/actions.

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