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Daniele Gammelli

33 papers hereh-index 11462 citations38 works total

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

author position
  • first author7
  • middle author24

Across the 31 of 33 papers where every author was matched, so the position is known.

fields
  • cs.RO13
  • math.OC6
  • cs.LG5
  • eess.SY5
  • stat.ML3
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedTransformer-based Model Predictive Control: Trajectory Optimization via Sequence Modeling

44 citations · 59 across the 27 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

math.OC2021

Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management

Daniele Gammelli, Yihua Wang, Dennis Prak +3

Bike-sharing systems are a rapidly developing mode of transportation and provide an efficient alternative to passive, motorized personal mobility. The asymmetric nature of bike dem…

eess.SY2021

Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems

Daniele Gammelli, Kaidi Yang, James Harrison +3

Autonomous mobility-on-demand (AMoD) systems represent a rapidly developing mode of transportation wherein travel requests are dynamically handled by a coordinated fleet of robotic…

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