PROGRAMMATIC WEAK SUPERVISION

@inproceedings{Zhan2019PROGRAMMATICWS,
  title={PROGRAMMATIC WEAK SUPERVISION},
  author={Eric Zhan and Stephan Zheng},
  year={2019}
}
We study the problem of training sequential generative models for capturing coordinated multi-agent trajectory behavior, such as offensive basketball gameplay. When modeling such settings, it is often beneficial to design hierarchical models that can capture long-term coordination using intermediate variables. Furthermore, these intermediate variables should capture interesting high-level behavioral semantics in an interpretable and manipulatable way. We present a hierarchical framework that… CONTINUE READING

Similar Papers