72 citations · 176 across the 14 of their papers we have counts for
3 papers · 1 filter
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
Dipendra Misra, Andrew Bennett, Valts Blukis +3
We propose to decompose instruction execution to goal prediction and action generation. We design a model that maps raw visual observations to goals using LINGUNET, a language-cond…
Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning
Valts Blukis, Nataly Brukhim, Andrew Bennett +2
We introduce a method for following high-level navigation instructions by mapping directly from images, instructions and pose estimates to continuous low-level velocity commands fo…
CHALET: Cornell House Agent Learning Environment
Claudia Yan, Dipendra Misra, Andrew Bennnett +3
We present CHALET, a 3D house simulator with support for navigation and manipulation. CHALET includes 58 rooms and 10 house configuration, and allows to easily create new house and…