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Environment Generation for Zero-Shot Compositional Reinforcement Learning


Jan 21, 2022
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust

* Published in NeurIPS 2021 

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Automated Reinforcement Learning (AutoRL): A Survey and Open Problems


Jan 11, 2022
Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer


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RL-DARTS: Differentiable Architecture Search for Reinforcement Learning


Jun 04, 2021
Yingjie Miao, Xingyou Song, Daiyi Peng, Summer Yue, Eugene Brevdo, Aleksandra Faust

* 19 pages total, 17 figures 

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Evolving Reinforcement Learning Algorithms


Jan 08, 2021
John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, Aleksandra Faust


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Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection


Aug 17, 2011
Yingjie Miao, Jason J. Corso


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