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04/19/2021
Agent-Centric Representations for Multi-Agent Reinforcement Learning
Object-centric representations have recently enabled significant progres...
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04/07/2021
GEM: Group Enhanced Model for Learning Dynamical Control Systems
Learning the dynamics of a physical system wherein an autonomous agent o...
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07/01/2019
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
In many real-world scenarios, an autonomous agent often encounters vario...
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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...
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06/12/2017
Channel-Recurrent Variational Autoencoders
Variational Autoencoder (VAE) is an efficient framework in modeling natu...
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03/16/2016