Search Results for author: Jonathan Yang

Found 5 papers, 1 papers with code

Browsing behavior exposes identities on the Web

no code implementations24 Dec 2023 Marcos Oliveira, Jonathan Yang, Daniel Griffiths, Denis Bonnay, Juhi Kulshrestha

We demonstrate that we can re-identify 90% of the individuals in separate time slices of data.

Navigate

Analysis of Weather and Time Features in Machine Learning-aided ERCOT Load Forecasting

no code implementations13 Oct 2023 Jonathan Yang, Mingjian Tuo, Jin Lu, Xingpeng Li

Overall, case studies demonstrated the effectiveness of ML models trained with different weather and time input features for ERCOT load forecasting.

feature selection Load Forecasting

Polybot: Training One Policy Across Robots While Embracing Variability

no code implementations7 Jul 2023 Jonathan Yang, Dorsa Sadigh, Chelsea Finn

Reusing large datasets is crucial to scale vision-based robotic manipulators to everyday scenarios due to the high cost of collecting robotic datasets.

Contrastive Learning

COG: Connecting New Skills to Past Experience with Offline Reinforcement Learning

1 code implementation27 Oct 2020 Avi Singh, Albert Yu, Jonathan Yang, Jesse Zhang, Aviral Kumar, Sergey Levine

Reinforcement learning has been applied to a wide variety of robotics problems, but most of such applications involve collecting data from scratch for each new task.

reinforcement-learning Reinforcement Learning (RL)

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