Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Publication
Reward Function Learning for Dialogue Management
Publication
A Theory of Goal-Oriented MDPs with Dead Ends
Tool
GeoLife GPS Trajectories
This is a GPS trajectory dataset collected in (Microsoft Research Asia) GeoLife project by 182 users in a period of over three years (from April 2007 to August 2012). A GPS trajectory of this dataset is…
Publication
Simulated Protozoa Optimization
Video
A Historical View of Large Margin Optimization Methods
Starting from the design of robust Hopfield works in the early 1990s to SVMs to structured output problems, a variety of methods have been proposed for the solution of optimization problems arising in large margin…
