Search Results for author: André Yuji Yasutomi

Found 2 papers, 0 papers with code

A Peg-in-hole Task Strategy for Holes in Concrete

no code implementations29 Mar 2024 André Yuji Yasutomi, Hiroki Mori, Tetsuya OGATA

Since the displacement increases as the peg gets closer to the hole (due to the chamfered shape of holes in concrete), it is a useful parameter for inputting in the DNN.

Friction

Visual Spatial Attention and Proprioceptive Data-Driven Reinforcement Learning for Robust Peg-in-Hole Task Under Variable Conditions

no code implementations27 Dec 2023 André Yuji Yasutomi, Hideyuki Ichiwara, Hiroshi Ito, Hiroki Mori, Tetsuya OGATA

In this study, we introduce a vision and proprioceptive data-driven robot control model for this task that is robust to challenging lighting and hole surface conditions.

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