VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering (Cătălina Cangea, Eugene Belilovsky, Pietro Liò, Aaron Courville) General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping (Gabriel Ilharco, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge) Structural and functional learning for learning language use (Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman) Deep compositional robotic planners that follow natural language commands (Yen-Ling Kuo, Boris Katz, Andrei Barbu) Analyzing Compositionality in Visual Question Answering (Sanjay Subramanian, Sameer Singh, Matt Gardner)