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20242026
most citedEnhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms

2 citations · 2 across the 5 of their papers we have counts for

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cs.RO2025

A Study of the Efficacy of Generative Flow Networks for Robotics and Machine Fault-Adaptation

Zahin Sufiyan, Shadan Golestan, Shotaro Miwa +2

Advancements in robotics have opened possibilities to automate tasks in various fields such as manufacturing, emergency response and healthcare. However, a significant challenge th…

cs.LG2025

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

Yoshihiro Mitsuka, Shadan Golestan, Zahin Sufiyan +2

Meta-learning enables models to rapidly adapt to new tasks by leveraging prior experience, but its adaptation mechanisms remain opaque, especially regarding how past training tasks…