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On the Practical Consistency of Meta-Reinforcement Learning Algorithms


Dec 01, 2021
Zheng Xiong, Luisa Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson


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Pairwise Weights for Temporal Credit Assignment


Feb 09, 2021
Zeyu Zheng, Risto Vuorio, Richard Lewis, Satinder Singh

* The first two authors contributed equally 

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Learning State Representations from Random Deep Action-conditional Predictions


Feb 09, 2021
Zeyu Zheng, Vivek Veeriah, Risto Vuorio, Richard Lewis, Satinder Singh


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Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem


Nov 25, 2019
John Holler, Risto Vuorio, Zhiwei Qin, Xiaocheng Tang, Yan Jiao, Tiancheng Jin, Satinder Singh, Chenxi Wang, Jieping Ye

* ICDM 2019 Short Paper 

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Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation


Oct 30, 2019
Risto Vuorio, Shao-Hua Sun, Hexiang Hu, Joseph J. Lim


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Toward Multimodal Model-Agnostic Meta-Learning


Dec 18, 2018
Risto Vuorio, Shao-Hua Sun, Hexiang Hu, Joseph J. Lim


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Meta Continual Learning


Jun 11, 2018
Risto Vuorio, Dong-Yeon Cho, Daejoong Kim, Jiwon Kim


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