We present a novel linear program for the approximation of the dynamic programming cost-to-go function in high-dimensional stochastic control problems. LP approaches to approximate DP have typically ...

MIT claims a win with probabilistic-programming system Gen in democratizing AI and spreading innovation for all.

Researchers at MIT propose a novel programming system -- Gen -- that enables users to easily create AI and machine learning programs.