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Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback


Nov 21, 2022
Josh Abramson, Arun Ahuja, Federico Carnevale, Petko Georgiev, Alex Goldin, Alden Hung, Jessica Landon, Jirka Lhotka, Timothy Lillicrap, Alistair Muldal, George Powell, Adam Santoro, Guy Scully, Sanjana Srivastava, Tamara von Glehn, Greg Wayne, Nathaniel Wong, Chen Yan, Rui Zhu

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iGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks


Aug 10, 2021
Chengshu Li, Fei Xia, Roberto Martín-Martín, Michael Lingelbach, Sanjana Srivastava, Bokui Shen, Kent Vainio, Cem Gokmen, Gokul Dharan, Tanish Jain, Andrey Kurenkov, C. Karen Liu, Hyowon Gweon, Jiajun Wu, Li Fei-Fei, Silvio Savarese

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* Project website: http://svl.stanford.edu/igibson/ 

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BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments


Aug 06, 2021
Sanjana Srivastava, Chengshu Li, Michael Lingelbach, Roberto Martín-Martín, Fei Xia, Kent Vainio, Zheng Lian, Cem Gokmen, Shyamal Buch, C. Karen Liu, Silvio Savarese, Hyowon Gweon, Jiajun Wu, Li Fei-Fei

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IGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks


Aug 06, 2021
Chengshu Li, Fei Xia, Roberto Martín-Martín, Michael Lingelbach, Sanjana Srivastava, Bokui Shen, Kent Vainio, Cem Gokmen, Gokul Dharan, Tanish Jain, Andrey Kurenkov, Karen Liu, Hyowon Gweon, Jiajun Wu, Li Fei-Fei, Silvio Savarese

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* Submitted to CoRL 2021. Project website: http://svl.stanford.edu/igibson/ 

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The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions


Jul 13, 2021
Vanessa D'Amario, Sanjana Srivastava, Tomotake Sasaki, Xavier Boix

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iGibson, a Simulation Environment for Interactive Tasks in Large Realistic Scenes


Dec 08, 2020
Bokui Shen, Fei Xia, Chengshu Li, Roberto Martín-Martín, Linxi Fan, Guanzhi Wang, Shyamal Buch, Claudia D'Arpino, Sanjana Srivastava, Lyne P. Tchapmi, Micael E. Tchapmi, Kent Vainio, Li Fei-Fei, Silvio Savarese

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Identifying Learning Rules From Neural Network Observables


Oct 22, 2020
Aran Nayebi, Sanjana Srivastava, Surya Ganguli, Daniel L. K. Yamins

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* NeurIPS 2020 Camera Ready Version, 21 pages including supplementary information, 13 figures 

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Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images


Feb 08, 2019
Sanjana Srivastava, Guy Ben-Yosef, Xavier Boix

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* International Conference on Learning Representations (ICLR) 2019 

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