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researcher

T. Ushio

19 papers hereh-index 262.8k citations355 works total

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

author position
  • middle author3
  • last author16

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • eess.SY11
  • cs.GT3
  • cs.LG2
  • math.OC2
  • stat.ML1
same name
  • T. Ushio — 2 papers, h 40

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132022
most citedReinforcement Learning of Control Policy for Linear Temporal Logic Specifications Using Limit-Deterministic Generalized Büchi Automata

29 citations · 78 across the 18 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 13 cited

Deep reinforcement learning under signal temporal logic constraints using Lagrangian relaxation

Junya Ikemoto, Toshimitsu Ushio

Deep reinforcement learning (DRL) has attracted much attention as an approach to solve optimal control problems without mathematical models of systems. On the other hand, in genera…

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