9:00-9:30 AM (PT) Introduction and goals of workshop (Ortiz)

9:30-10:00 HySTER: A Hybrid Spatio-Temporal Event Reasoner (Theophile Sautory, Imperial College)

10:00-10:30 Interpretable Representations with Multimodal Deep Generative Models (Siddharth N., University of Edinburgh)

10:30-10:45 Break

10:45-11:15 The New Brown Corpus: Building a corpus for childlike grounded learning (Ellie Pavlick, Brown University)

11:15-11:45 Learning Neuro-symbolic Representations of Commonsense Knowledge (Antoine Bosselut, Stanford University)

11:45-1:00 Lunch break

1:00-2:30 Panel (Ron Kaplan, Ellie Pavlick, Gary Marcus (Robust AI), Antoine Bosselut)

2:30-3:00 Are We There Yet? Learning to Localize in Embodied Instruction Following (Shane Storks, University of Michigan)

3:00-3:15 Break

3:15-3:45 Designing a neuro-cognitive system for interactive task learning (Shiwali Mohan, PARC)

3:45-4:15 A Semi-supervised Machine Learning Method for Language Acquisition (Ting Liu, Siena College)

4:15-5:00 Discussion and wrap up