Search Results for author: Jingyi Huang

Found 3 papers, 1 papers with code

Spatiotemporal Transformer for Imputing Sparse Data: A Deep Learning Approach

no code implementations1 Dec 2023 Kehui Yao, Jingyi Huang, Jun Zhu

Effective management of environmental resources and agricultural sustainability heavily depends on accurate soil moisture data.

Imputation Management

Trade-off on Sim2Real Learning: Real-world Learning Faster than Simulations

no code implementations21 Jul 2020 Jingyi Huang, Yizheng Zhang, Fabio Giardina, Andre Rosendo

While considering Sim and Real learning, our experiments show that the sample-efficient Deep Bayesian RL performance is better than DRL even when computation time (as opposed to number of iterations) is taken in consideration.

Q-Learning

Forward-Selected Panel Data Approach for Program Evaluation

1 code implementation16 Aug 2019 Zhentao Shi, Jingyi Huang

Policy evaluation is central to economic data analysis, but economists mostly work with observational data in view of limited opportunities to carry out controlled experiments.

counterfactual

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