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Michael Villarreal

5 papers hereh-index 591 citations7 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CY2
  • cs.AI1
  • cs.LG1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

most citedCan ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning

5 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing cs.CYShow all

2 papers · 1 filter

cs.CY2023

Traffic Reconstruction and Analysis of Natural Driving Behaviors at Unsignalized Intersections

Supriya Sarker, Bibek Poudel, Michael Villarreal +1

This paper explores the intricacies of traffic behavior at unsignalized intersections through the lens of a novel dataset, combining manual video data labeling and advanced traffic…

cs.CY2023

Analyzing Emissions and Energy Efficiency at Unsignalized Real-world Intersections Under Mixed Traffic Control

Michael Villarreal, Dawei Wang, Jia Pan +1

Greenhouse gas emissions have dramatically risen since the early 1900s with U.S. transportation generating 28% of U.S. emissions. As such, there is interest in reducing transportat…

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