Junya Ikemoto

According to our database, Junya Ikemoto authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Application of Deep Reinforcement Learning to Event-Triggered Control for Networked Artificial Pancreas Systems.

Junya Ikemoto, Satoshi Maruyama, Kazumune Hashimoto

CoRR, April, 2026

Data-Driven Synthesis of Probabilistic Controlled Invariant Sets for Linear MDPs.

Kazumune Hashimoto, Shunki Kimura, Kazunobu Serizawa, Junya Ikemoto, Yulong Gao, Kai Cai

CoRR, April, 2026

Structural-Ambiguity-Aware Translation from Natural Language to Signal Temporal Logic.

Kosei Fushimi, Kazunobu Serizawa, Junya Ikemoto, Kazumune Hashimoto

CoRR, March, 2026

2025

Soft Switching Expert Policies for Controlling Systems with Uncertain Parameters.

Junya Ikemoto

CoRR, October, 2025

2022

Deep Reinforcement Learning Under Signal Temporal Logic Constraints Using Lagrangian Relaxation.

Junya Ikemoto, Toshimitsu Ushio

IEEE Access, 2022

Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications.

Junya Ikemoto, Toshimitsu Ushio

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021

Continuous Deep Q-Learning with Simulator for Stabilization of Uncertain Discrete-Time Systems.

Junya Ikemoto, Toshimitsu Ushio

CoRR, 2021

2020

Control of Discrete-Time Chaotic Systems with Policy-Based Deep Reinforcement Learning.

Junya Ikemoto, Toshimitsu Ushio

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020

2019

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

Junya Ikemoto, Toshimitsu Ushio

CoRR, 2019

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

Junya Ikemoto, Toshimitsu Ushio

Proceedings of the 58th IEEE Conference on Decision and Control, 2019