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researcher

F. Petracchini

2 papers hereh-index 191.3k citations56 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.MA2

identity via Semantic Scholar / OpenAlex

most citedTraffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.MA2021

Effects of Smart Traffic Signal Control on Air Quality

Paolo Fazzini, Marco Torre, Valeria Rizza +1

Adaptive traffic signal control (ATSC) in urban traffic networks poses a challenging task due to the complicated dynamics arising in traffic systems. In recent years, several appro…

cs.MA2021★ 1 cited

Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study

Paolo Fazzini, Isaac Wheeler, Francesco Petracchini

In this work we analyze Multi-Agent Advantage Actor-Critic (MA2C) a recently proposed multi-agent reinforcement learning algorithm that can be applied to adaptive traffic signal co…

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