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researcher

Takuma Oda

2 papers hereh-index 4134 citations4 works total

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

author position
  • sole author1
  • first author1

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

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedMOVI: A Model-Free Approach to Dynamic Fleet Management

9 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021

Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network

Takuma Oda

Ubiquitous mobile computing have enabled ride-hailing services to collect vast amounts of behavioral data of riders and drivers and optimize supply and demand matching in real time…

cs.LG2018★ 9 cited

MOVI: A Model-Free Approach to Dynamic Fleet Management

Takuma Oda, Carlee Joe-Wong

Modern vehicle fleets, e.g., for ridesharing platforms and taxi companies, can reduce passengers' waiting times by proactively dispatching vehicles to locations where pickup reques…

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