Shangtong Zhang

Education

2016.09 - Now University of Alberta

2015.02 - 2015.05 National Chiao Tung University

2012.12 - 2016.07 Fudan University

Publications

2017 Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control [NIPS Deep RL Symposium]

2017 A Deeper Look at Experience Replay [NIPS Deep RL Symposium]

2017 A Demon Control Architecture with Off-Policy Learning and Flexible Behavior Policy [NIPS Hierarchical RL Workshop]

2017 Crossprop: Learning Representations by Stochastic Meta-Gradient Descent in Neural Networks [ECML]

2015 A Deep Neural Network for Modeling Music [ICMR]

* above denotes equal contribution

Talks

2017.12 Coding Deep Reinforcement Learning Papers

2017.09 Learning Representations by Crossprop

Highlights

2017.05 - Now PyTorch Deep RL

2017.05 - 2017.09 Google Summer of Code (GSoC) 2017

2016.09 - 2016.12 Reinforcement Learning: An Introduction

2016.06 Stack Overflow

2016.06 SlardarOS

2014.05 - 2014.09 Google Summer of Code (GSoC) 2014

Employments

2017.01 - Now Research Assistant

2016.09 - 2016.12 Teaching Assistant

2015.07 - 2016.05 Software Developer Engineer Intern

Misc

2017.11 Science Victory within 200T in CIV5

2017.08 Edmonton Half Marathon

2015.12 Taihu Lake Half Marathon