Contact: Giuseppe Nicosia; Last date for abstract submission: 31/Mar/2019; Ioannis Antonoglou, Google DeepMind, UK Phillip Isola, MIT, USA Ruslan Salakhutdinov, Carnegie Mellon University & AI Research at Apple, USA Josh Tenenbaum, MIT, USA Oriol Vinyals, Google DeepMind, UK