Microsoft to acquire Bonsai in move to build 'brains' for autonomous systems - The Official Microsoft Blog

With AI's meteoric rise, autonomous systems have been projected to grow to more than 800 million in operation by 2025. However, while envisioned in science fiction for a long time, truly intelligent autonomous systems are still elusive and remain a holy grail. The reality today is that training autonomous systems that function amidst the many unforeseen situations in the real world is very hard and requires deep expertise in AI -- essentially making it unscalable. To achieve this inflection point in AI's growth, traditional machine learning methodologies aren't enough. Bringing intelligence to autonomous systems at scale will require a unique combination of the new practice of machine teaching, advances in deep reinforcement learning and leveraging simulation for training.