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Investigating exploration for deep reinforcement learning of concentric tube robot control.

Keshav IyengarGeorge DwyerDanail Stoyanov
Published in: International journal of computer assisted radiology and surgery (2020)
We demonstrate the feasibility of effective model-free control for concentric tube robots. Directly using the control policy, arbitrary trajectories can be followed and this is an important step towards overcoming the challenge of concentric tube robot control for clinical use in minimally invasive interventions.
Keyphrases
  • minimally invasive
  • public health
  • healthcare
  • mental health