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LapGym -- An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery


Feb 19, 2023
Paul Maria Scheikl, Balázs Gyenes, Rayan Younis, Christoph Haas, Gerhard Neumann, Martin Wagner, Franziska Mathis-Ullrich

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LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes


Jul 15, 2022
Benjamin Alt, Christian Kunz, Darko Katic, Rayan Younis, Rainer Jäkel, Beat Peter Müller-Stich, Martin Wagner, Franziska Mathis-Ullrich

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* 6 pages, 5 figures, accepted at the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan 

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Cooperative Assistance in Robotic Surgery through Multi-Agent Reinforcement Learning


Oct 10, 2021
Paul Maria Scheikl, Balázs Gyenes, Tornike Davitashvili, Rayan Younis, André Schulze, Beat P. Müller-Stich, Gerhard Neumann, Martin Wagner, Franziska Mathis-Ullrich

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* Accepted at the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) 

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