Search Results for author: Yahav Avigal

Found 6 papers, 3 papers with code

AlphaGarden: Learning to Autonomously Tend a Polyculture Garden

1 code implementation11 Nov 2021 Mark Presten, Yahav Avigal, Mark Theis, Satvik Sharma, Rishi Parikh, Shrey Aeron, Sandeep Mukherjee, Sebastian Oehme, Simeon Adebola, Walter Teitelbaum, Varun Kamat, Ken Goldberg

This paper presents AlphaGarden: an autonomous polyculture garden that prunes and irrigates living plants in a 1. 5m x 3. 0m physical testbed.

Dex-NeRF: Using a Neural Radiance Field to Grasp Transparent Objects

1 code implementation27 Oct 2021 Jeffrey Ichnowski, Yahav Avigal, Justin Kerr, Ken Goldberg

The ability to grasp and manipulate transparent objects is a major challenge for robots.

Transparent objects

SpeedFolding: Learning Efficient Bimanual Folding of Garments

1 code implementation22 Aug 2022 Yahav Avigal, Lars Berscheid, Tamim Asfour, Torsten Kröger, Ken Goldberg

Folding garments reliably and efficiently is a long standing challenge in robotic manipulation due to the complex dynamics and high dimensional configuration space of garments.

Self-Supervised Learning for Interactive Perception of Surgical Thread for Autonomous Suture Tail-Shortening

no code implementations13 Jul 2023 Vincent Schorp, Will Panitch, Kaushik Shivakumar, Vainavi Viswanath, Justin Kerr, Yahav Avigal, Danyal M Fer, Lionel Ott, Ken Goldberg

Accurate 3D sensing of suturing thread is a challenging problem in automated surgical suturing because of the high state-space complexity, thinness and deformability of the thread, and possibility of occlusion by the grippers and tissue.

Self-Supervised Learning

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