Robust Instruction-Following in a Situated Agent via Transfer-Learning from Text

By Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley. 2019

Subfields: Natural Language Processing, Reinforcement Learning

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Natural Language Processing

1. Timothy P. Lillicrap
2. Tim Harley
3. Adam Santoro
4. Felix Hill
5. Nathaniel Wong
6. Stephen Clark
7. Petko Georgiev
8. Kory Wallace Mathewson

In Reinforcement Learning

1. Sergey Levine
2. Timothy P. Lillicrap
3. Pieter Abbeel
4. Greg Wayne
5. Arun Ahuja
6. Felix Hill
7. Adam Santoro
8. Nicolas Manfred Otto Heess

Citations in the corpus

• Imitating Interactive Intelligence (2020, background): “Other work on language and interaction based in 3D simulated environments has focused on embodied instruction-following (Hill et al., 2019b), navigation (Anderson et al., 2017) or question-answering (Das et al., 2018).”