Ralf Herbrich Sergio Escalera

	Morning welcome and introduction (Opening)

	Facebook project on developing benchmarks of algorithms in realistic settings (Talk)

	Machine Learning Challenges for Researching Human-Machine Teaming (Talk)

	Live competition Pommerman: Introduction to Pommerman, the community, and the sponsors (Competition)

	Live competition Pommerman: Competition battles projected in the room (Competition)

	Live competition Pommerman: Wrap-up, including a word from the winners (Competition)

	Break, poster viewing (Break)

	Renewal news recommendation platform (Talk)

	Panel discussion. Design principles and implementation issues (Panel)

	Lunch break and poster viewing (Break and posters)

	Afternoon welcome and announcements (organizers) (Opening)

	Wild evaluation of chat-bots (Talk)

	Measuring Progress in Robotics (Talk)

	Competitions to Challenge Artificial Intelligence: from the L-Game to RoboCup (Talk)

	Learning to run a power network (Talk)

	Break and poster viewing (Break and posters)

	Live competition The AI Driving Olympics: Introduction to Duckietown and the AI Driving Olympics (Competition)

	Live competition The AI Driving Olympics: Live running of top competitor entries (Competition)

	Live competition The AI Driving Olympics: Containerization (Competition)

	Live competition The AI Driving Olympics: Reinforcement Learning approaches (Competition)

	Live competition The AI Driving Olympics: Supervised Learning approaches (Competition)

	Live competition The AI Driving Olympics: Classical Robotics approaches (Competition)

	Live competition The AI Driving Olympics: AWS and Sagemaker as enablers in the competition (Competition)

	Live competition The AI Driving Olympics: nuTonomy sponsor placeholder (Competition)

	Live competition The AI Driving Olympics: Final results and awards (Competition)

	Panel discussion: Opportunities to organize new impactful challenges (Panel)