182 citations · 398 across the 52 of their papers we have counts for
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Active Reinforcement Learning for Robust Building Control
Doseok Jang, Larry Yan, Lucas Spangher +1
Reinforcement learning (RL) is a powerful tool for optimal control that has found great success in Atari games, the game of Go, robotic control, and building optimization. RL is al…
Toward Platform-based Building Design
Yu-Wen Lin, Tsz Ling Elaine Tang, Stefano Schiavon +1
The electronic design industry has undergone a significant transformation, transitioning from traditional hand-drawn designs to modern automated design processes. While Computer-Ai…
From Electronic Design Automation to Building Design Automation: Challenges and Opportunities
Yu-Wen Lin, Tsz Ling Elaine Tang, Alberto L. Sangiovanni-Vincentelli +2
Design automation, which involves the use of software tools and technologies to streamline the design process, has been widely adopted in the electronics industry, resulting in sig…
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms"
Jiachen T. Wang, Ruoxi Jia
Data valuation is a growing research field that studies the influence of individual data points for machine learning (ML) models. Data Shapley, inspired by cooperative game theory…