We propose and study game-theoretic versions of independence in graphs. The games are played by two players the aggressor and the defender taking alternate moves on a graph G with tokens located on vertices from an independent set of G. A move of the aggressor is to select a vertex v of G. A move of the defender is to move tokens located on vertices in NG(v) each along one incident edge. The go...

We present TorchCraft, a library that enables deep learning research on Real-Time Strategy (RTS) games such as StarCraft: Brood War, by making it easier to control these games from a machine learning framework, here Torch [9]. This white paper argues for using RTS games as a benchmark for AI research, and describes the design and components of TorchCraft.

For the field of pluripotent stem cell biology to realize its promising future, current researchers will need to pass the torch to new generations. We asked a group of successful scientists in this area, "What advice would you give a young person considering a career in stem cell research?"