Source Task Creation for Curriculum Learning

  title={Source Task Creation for Curriculum Learning},
  author={Sanmit Narvekar and Jivko Sinapov and Matteo Leonetti and Peter Stone},
Transfer learning in reinforcement learning has been an active area of research over the past decade. In transfer learning, training on a source task is leveraged to speed up or otherwise improve learning on a target task. This paper presents the more ambitious problem of curriculum learning in reinforcement learning, in which the goal is to design a sequence of source tasks for an agent to train on, such that final performance or learning speed is improved. We take the position that each stage… CONTINUE READING
Highly Cited
This paper has 20 citations. REVIEW CITATIONS



Citations per Year

Citation Velocity: 8

Averaging 8 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.