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Junya Ikemoto

9 papers hereh-index 443 citations13 works total

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

author position
  • sole author1
  • first author6
  • middle author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.SY5
  • cs.LG2
  • cs.CL1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedDeep reinforcement learning under signal temporal logic constraints using Lagrangian relaxation

13 citations · 16 across the 9 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 2 cited

Networked Control of Nonlinear Systems under Partial Observation Using Continuous Deep Q-Learning

Junya Ikemoto, Toshimitsu Ushio

In this paper, we propose a design of a model-free networked controller for a nonlinear plant whose mathematical model is unknown. In a networked control system, the controller and…

eess.SY2019★ 1 cited

Model-free Control of Chaos with Continuous Deep Q-learning

Junya Ikemoto, Toshimitsu Ushio

The OGY method is one of control methods for a chaotic system. In the method, we have to calculate a stabilizing periodic orbit embedded in its chaotic attractor. Thus, we cannot u…

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