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Agent-Centric Representations for Multi-Agent Reinforcement Learning


Apr 19, 2021
Wenling Shang, Lasse Espeholt, Anton Raichuk, Tim Salimans


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GEM: Group Enhanced Model for Learning Dynamical Control Systems


Apr 07, 2021
Philippe Hansen-Estruch, Wenling Shang, Lerrel Pinto, Pieter Abbeel, Stas Tiomkin

* 14 pages, 8 figures 

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Reinforcement Learning with Latent Flow


Jan 06, 2021
Wenling Shang, Xiaofei Wang, Aravind Srinivas, Aravind Rajeswaran, Yang Gao, Pieter Abbeel, Michael Laskin


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Learning World Graphs to Accelerate Hierarchical Reinforcement Learning


Jul 01, 2019
Wenling Shang, Alex Trott, Stephan Zheng, Caiming Xiong, Richard Socher


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Channel-Recurrent Autoencoding for Image Modeling


Mar 11, 2018
Wenling Shang, Kihyuk Sohn, Yuandong Tian

* Code: https://github.com/WendyShang/crVAE. Supplementary Materials: http://www-personal.umich.edu/~shangw/wacv18_supplementary_material.pdf 

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ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games


Nov 10, 2017
Yuandong Tian, Qucheng Gong, Wenling Shang, Yuxin Wu, C. Lawrence Zitnick

* NIPS 2017 oral 

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Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units


Jul 19, 2016
Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee

* ICML 2016 

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