Yoshihiro Mitsuka

According to our database, Yoshihiro Mitsuka authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

WINFlowNets: Warm-up Integrated Networks Training of Generative Flow Networks for Robotics and Machine Fault Adaptation.

Zahin Sufiyan, Shadan Golestan, Yoshihiro Mitsuka, Shotaro Miwa, Osmar R. Zaïane

CoRR, March, 2026

2025

TLXML: Task-Level Explanation of Meta-Learning via Influence Functions.

Yoshihiro Mitsuka, Shadan Golestan, Zahin Sufiyan, Sheila Schoepp, Shotaro Miwa, Osmar R. Zaïane

CoRR, January, 2025

A study of the efficacy of generative flow networks for robotics and machine fault-adaptation.

Zahin Sufiyan, Shadan Golestan, Shotaro Miwa, Yoshihiro Mitsuka, Osmar Zaïane

Eng. Appl. Artif. Intell., 2025

2024

Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation.

Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Johannes Günther, Shadan Golestan, Osmar R. Zaïane

Eng. Appl. Artif. Intell., 2024

Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms.

Sheila Schoepp, Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Shadan Golestan, Osmar Zaïane

CoRR, 2024