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)

TLXML: Task-Level Explanation of Meta-Learning via Influence Functions. - Yoshihiro Mitsuka; Shadan Golestan; Zahin Sufiyan; Sheila Schoepp; Shotaro Miwa; Osmar R. Zaïane (CoRR, 2025)

The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning. - Sheila Schoepp; Masoud Jafaripour; Yingyue Cao; Tianpei Yang; Fatemeh Abdollahi; Shadan Golestan; Zahin Sufiyan; Osmar R. Zaïane; Matthew E. Taylor (CoRR, 2025)