Search Results for author: Gerrit Schoettler

Found 2 papers, 1 papers with code

Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks

no code implementations29 Apr 2020 Gerrit Schoettler, Ashvin Nair, Juan Aparicio Ojea, Sergey Levine, Eugen Solowjow

Robotic insertion tasks are characterized by contact and friction mechanics, making them challenging for conventional feedback control methods due to unmodeled physical effects.

Meta Reinforcement Learning

Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards

1 code implementation13 Jun 2019 Gerrit Schoettler, Ashvin Nair, Jianlan Luo, Shikhar Bahl, Juan Aparicio Ojea, Eugen Solowjow, Sergey Levine

Connector insertion and many other tasks commonly found in modern manufacturing settings involve complex contact dynamics and friction.

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