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Julia Kim
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Neuro-Symbolic World Models for Adapting to Open World Novelty


Jan 16, 2023
Jonathan Balloch, Zhiyu Lin, Robert Wright, Xiangyu Peng, Mustafa Hussain, Aarun Srinivas, Julia Kim, Mark O. Riedl

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* 9 pages, 8 figures, Extended Abstract accepted for presentation at AAMAS 2023 
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The Role of Exploration for Task Transfer in Reinforcement Learning


Oct 11, 2022
Jonathan C Balloch, Julia Kim, and Jessica L Inman, Mark O Riedl

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* 4 pages 
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NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty


Mar 23, 2022
Jonathan Balloch, Zhiyu Lin, Mustafa Hussain, Aarun Srinivas, Robert Wright, Xiangyu Peng, Julia Kim, Mark Riedl

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* 7 pages, 4 figures, AAAI Spring Symposium 2022 on Designing Artificial Intelligence for Open Worlds (Long Oral) 
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