A Roadmap towards Machine Intelligence
Tomas Mikolov, Facebook AI Research.
The development of intelligent machines is one of the biggest
unsolved challenges in computer science. In this talk, I will describe
some fundamental properties these machines should have, focusing in
particular on communication and learning. A simple environment that could
be used to incrementally teach a machine the basics of
natural-language-based communication is presented next. Finally, I will
talk about our recent work on learning complex patterns in sequential data
using memory augmented neural networks.