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LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward


Oct 11, 2022
Daejin Jo, Sungwoong Kim, Daniel Wontae Nam, Taehwan Kwon, Seungeun Rho, Jongmin Kim, Donghoon Lee

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* Accepted to NeurIPS 2022 

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Insights From the NeurIPS 2021 NetHack Challenge


Mar 22, 2022
Eric Hambro, Sharada Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, Daejin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michał Sypetkowski

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* Under review at PMLR for the NeuRIPS 2021 Competition Workshop Track, 10 pages + 10 in appendices 

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Automated Learning Rate Scheduler for Large-batch Training


Jul 13, 2021
Chiheon Kim, Saehoon Kim, Jongmin Kim, Donghoon Lee, Sungwoong Kim

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* 15 pages, 7 figures, 4 tables, 8th ICML Workshop on Automated Machine Learning (2021) 

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Edge-labeling Graph Neural Network for Few-shot Learning


May 04, 2019
Jongmin Kim, Taesup Kim, Sungwoong Kim, Chang D. Yoo

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* accepted to CVPR 2019 

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