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researcher

Lucas Spangher

6 papers hereh-index 10197 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG6

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedUsing Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response

7 citations · 16 across the 6 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

2 papers · 2 filters

cs.LG2022★ 6 cited

Machine Learning for Smart and Energy-Efficient Buildings

Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan +7

Energy consumption in buildings, both residential and commercial, accounts for approximately 40% of all energy usage in the U.S., and similar numbers are being reported from countr…

cs.LG2022

Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning

Doseok Jang, Larry Yan, Lucas Spangher +1

Multi-Agent Reinforcement Learning currently focuses on implementations where all data and training can be centralized to one machine. But what if local agents are split across mul…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.