Wenling Shang | DeepAI

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∙ 04/19/2021

Agent-Centric Representations for Multi-Agent Reinforcement Learning

Object-centric representations have recently enabled significant progres...

0 Wenling Shang, et al. ∙

∙ 04/07/2021

GEM: Group Enhanced Model for Learning Dynamical Control Systems

Learning the dynamics of a physical system wherein an autonomous agent o...

0 Philippe Hansen-Estruch, et al. ∙

∙ 07/01/2019

Learning World Graphs to Accelerate Hierarchical Reinforcement Learning

In many real-world scenarios, an autonomous agent often encounters vario...

5 Wenling Shang, et al. ∙

∙ 07/04/2017

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

In this paper, we propose ELF, an Extensive, Lightweight and Flexible pl...

0 Yuandong Tian, et al. ∙

∙ 06/12/2017

Channel-Recurrent Variational Autoencoders

Variational Autoencoder (VAE) is an efficient framework in modeling natu...

0 Wenling Shang, et al. ∙

∙ 03/16/2016

Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units

Recently, convolutional neural networks (CNNs) have been used as a power...

0 Wenling Shang, et al. ∙

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