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I am a research scientist at Horizon Robotics. Previously, I worked at Baidu Research and Facebook AI Research.
I am also an experienced engineer who loves writing code and building things. I am a co-author and an active maintainer of ALF, an RL framework emphasizing on the flexibility and easiness of implementing a complex RL system involving many different algorithm components.
My current passion is to build a robot with mobile manipulation capabilities in daily indoor scenarios.
Ph.D. of Electrical and Computer Engineering (ECE), Purdue University |
Bachelor of Computer Science (CS), Peking University |
ALF - Agent Learning Framework
(ALF) is a PyTorch reinforcement learning framework emphasizing on the flexibility
and easiness of implementing complex algorithms involving many different
components.
TAAC - Temporally abstract actor-critic
algorithm for efficient continuous control.
XWorld - A simulator
package for RL research with language task support.
FLARE - A reinforcement learning framework for
training embodied agents with PyTorch.
I like playing video games, especially ARPG. So far my favorite games are souls-like, by FromSoftware.