This course covers three major algorithmic topics in machine learning. Half of the course is devoted to reinforcement learning with the focus on the policy gradient and deep Q-network algorithms. The ...

After uncovering a unifying algorithm that links more than 20 common machine ... engineering manager at Microsoft. The research will be presented at the International Conference on Learning ...

The Department of Industrial Engineering and Management ... in complex environments through innovation in algorithms, computation, and mathematical modeling. As artificial intelligence and machine ...

A research team from the Institute of Statistical Mathematics and Panasonic Holdings Corporation has developed a machine learning algorithm ... Because the structural space of large-scale systems ...

MIT researchers have created a periodic table that shows how more than 20 classical machine-learning algorithms are connected ... the Thomas and Gerd Perkins Professor of Electrical Engineering and ...

Genome editing has advanced at a rapid pace with promising results for treating genetic conditions—but there is always room for improvement. A new paper by investigators from Mass General Brigham ...