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Jason Yan

2 accepted papers

2024

Tab2Text - A framework for deep learning with tabular data

EMNLP 2024finding

Tabular data, from public opinion surveys to records of interactions with social services, is foundational to the social sciences. One application of such data is to fit supervised learning models in order to predict consequential outcomes, for example: whether a family is likely to be evicted, whet…

2022

Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression

NeurIPS 2022accept

Offline goal-conditioned reinforcement learning (GCRL) promises general-purpose skill learning in the form of reaching diverse goals from purely offline datasets. We propose $\textbf{Go}$al-conditioned $f$-$\textbf{A}$dvantage $\textbf{R}$egression (GoFAR), a novel regression-based offline GCRL algo…

Cited by 33SourcePDFScholar