Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
Minecraft Word Adventure
A fun way to learn English The combination of education and games has always been a hot research field. As an incubation project from Microsoft Research Asia, we are exploring using AI + gaming to…
Tool
Blue whale acoustics
The goal of this project is to use audio recordings and corresponding annotations to build an automatic classifier for calls from four different species of blue whales, and to estimate the total number of calls…
Project
Towards a generalized policy iteration theorem
We intend to advance the theoretical understanding of actor-critic algorithms under the lens of policy iteration. Policy Iteration consists in a loop over two processing steps: policy evaluation and policy improvement. Policy Iteration has strong…