Hi! I am Wei-Cheng Tseng

I am currently an research assitant in National Tsing Hua University EE. I am interested in Deep Reinforcement Learning, Multi-Agent System, Meta-Learning and Bioinformatics. Recently, I join the project working on multi-agent reinforcement learning, supervised by Prof. Min Sun , Dr. Da-Cheng Juan and Dr. Wei Wei.

I am looking for visiting opportunity as well as PhD position.

[CV] [GitHub] [Twitter]

Experience

Sep 2019 - Present VSLab @ NTHU, Research Assistant
Advisor: Prof. Min Sun
July 2018 - Oct 2018 MediaTek, Internship

Publication


Meta-CPR: Generalize to Unseen Large Number of Agent with Communication Pattern Recognition Module
Wei-Cheng Tseng, Da-Cheng Juan, Wei Wei, Min Sun
Under Submission

Toward Robust Long Range Policy Transfer
Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun
AAAI 2021. Webiste PDF

HAT: Hierarchical Alternative Training for Long Range Policy Transfe
Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun
ICML Workshop 2020. PDF

Disentangling Experimental Noise from Fluorescent Microscopy Images with Multiple Cell Type
Wei-Cheng Tseng, Cheng-Kuan Chen, Tayden Li, Min Sun.
NeurIPS Workshop 2019.

Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction
Wei-Cheng Tseng, Po-Han Chi, Jia-Hua Wu, Min Sun.
NeurIPS Workshop 2018. PDF

Side Project

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PyTorch-PCGrad

Reimplementation for Gradient Surgery for Multi-Task Learning in PyTorch. [code]

...
Multi-Agent Fromework on Unity

This repository provide code of mulit-agent framework on unity ml-agent. [code]

Honor

June 2019 Dr. Mei Yi-Chi Memorial Prize
Highest honor for newly graduated students at NTHU
Dec 2018 Pan Wen Yan Foundation Scholarship
Mar 2017 The Zhu Shun Yi He Qin Scholarship
Mar 2017 Summer Oversea Experience Scholarship
2016, 2017, 2018, 2019 Academic Achievement Award