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SAFER: Data-Efficient and Safe Reinforcement Learning via Skill Acquisition


Feb 10, 2022
Dylan Slack, Yinlam Chow, Bo Dai, Nevan Wichers


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ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces


Jan 25, 2021
Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby Lee, Jindong Chen, Blaise Agüera y Arcas

* Accepted to AAAI Conference on Artificial Intelligence (AAAI-21) 

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RL agents Implicitly Learning Human Preferences


Feb 14, 2020
Nevan Wichers


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Resolving Spurious Correlations in Causal Models of Environments via Interventions


Feb 12, 2020
Sergei Volodin, Nevan Wichers, Jeremy Nixon


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Resolving Referring Expressions in Images With Labeled Elements


Oct 25, 2018
Nevan Wichers, Dilek Hakkani-Tur, Jindong Chen

* Accepted into IEEE SLT Workshop 

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Hierarchical Long-term Video Prediction without Supervision


Jun 12, 2018
Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee

* International Conference on Machine Learning (ICML) 2018 

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