Development of a Deep Deterministic Policy Gradient (DDPG) Algorithm for Suturing Task Automation

Author:

Imperato Antonella1,Caianiello Marco1,Ficuciello Fanny1

Affiliation:

1. ICAROS Center, University of Naples Federico II,Naples,Italy,80131

Publisher

IEEE

Reference11 articles.

1. Robotic Surgery With Lean Reinforcement Learning;Barnoy;arXiv preprint,2021

2. A V-REP Simulator for the da Vinci Research Kit Robotic Platform

3. Continuous control with deep reinforcement learning;Lillicrap;arXiv preprint,2015

4. Human-level control through deep reinforcement learning

5. Autonomous suturing via surgical robot: An algorithm for optimal selection of needle diameter, shape, and path

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Optimizing Safety and Efficiency in the Suturing Task: A Comparison of Model Predictive Control and Control Barrier Function Framework;2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO);2024-05-20

2. Design and Validation of a Multimodal Dataset of Robot-Assisted Suturing Gestures based on Kinematic and Force Information;2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO);2024-05-20

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