Embedding Symbolic Temporal Knowledge into Deep Sequential Models

Yaqi Xie, Fan Zhou, Harold Soh

Sequences and time-series often arise in robot tasks, e.g., in activity recognition and imitation learning. In recent years, deep neural networks (DNNs) have emerged as an effectiv…