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Mahdi Tavakoli
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Publications
- 2026
[j119]Yi Hu, Yafei Ou
, August Sieben, Zahra Samadikhoshkho
, Bin Zheng, Jun Jin, Mahdi Tavakoli:
Learning from imperfect demonstrations in a surgical training task. Biomed. Signal Process. Control. 112: 108487 (2026)- 2025
[j115]Sadra Zargarzadeh
, Maryam Mirzaei
, Yafei Ou
, Mahdi Tavakoli
:
From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction. IEEE Robotics Autom. Lett. 10(3): 2598-2605 (2025)
[j113]Abed Soleymani
, Yafei Ou
, Xingyu Li
, Mahdi Tavakoli
:
Virtual attention points: Bridging human movement characteristics and dexterous robot motion generation. Robotics Auton. Syst. 188: 104946 (2025)
[c109]Yafei Ou, Mahdi Tavakoli:
CRESSim-MPM: A Material Point Method Library for Surgical Soft Body Simulation with Cutting and Suturing. IROS 2025: 11247-11254
[i10]Yafei Ou, Mahdi Tavakoli:
CRESSim-MPM: A Material Point Method Library for Surgical Soft Body Simulation with Cutting and Suturing. CoRR abs/2502.18437 (2025)- 2024
[j109]Yafei Ou
, Mahdi Tavakoli
:
Autonomous Soft-Tissue Needle Steering Using Reinforcement Learning Guided by Human Input. J. Medical Robotics Res. 9(3&4): 2440010:1-2440010:12 (2024)
[j106]Yafei Ou
, Abed Soleymani
, Xingyu Li
, Mahdi Tavakoli
:
Autonomous Blood Suction for Robot-Assisted Surgery: A Sim-to-Real Reinforcement Learning Approach. IEEE Robotics Autom. Lett. 9(8): 7246-7253 (2024)
[c101]Yafei Ou, Sadra Zargarzadeh, Paniz Sedighi, Mahdi Tavakoli:
A Realistic Surgical Simulator for Non-Rigid and Contact-Rich Manipulation in Surgeries with the da Vinci Research Kit. UR 2024: 64-70
[i8]Yafei Ou, Sadra Zargarzadeh, Paniz Sedighi, Mahdi Tavakoli:
A Realistic Surgical Simulator for Non-Rigid and Contact-Rich Manipulation in Surgeries with the da Vinci Research Kit. CoRR abs/2404.05888 (2024)
[i7]Sadra Zargarzadeh, Maryam Mirzaei, Yafei Ou, Mahdi Tavakoli:
From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction. CoRR abs/2408.07806 (2024)
[i5]Yafei Ou, Mahdi Tavakoli:
Learning Autonomous Surgical Irrigation and Suction with the da Vinci Research Kit Using Reinforcement Learning. CoRR abs/2411.14622 (2024)- 2023
[j101]Yafei Ou
, Sadra Zargarzadeh
, Mahdi Tavakoli
:
Robot Learning Incorporating Human Interventions in the Real World for Autonomous Surgical Endoscopic Camera Control. J. Medical Robotics Res. 8(3&4): 2340004:1-2340004:12 (2023)
[j100]Yafei Ou
, Mahdi Tavakoli
:
Sim-to-Real Surgical Robot Learning and Autonomous Planning for Internal Tissue Points Manipulation Using Reinforcement Learning. IEEE Robotics Autom. Lett. 8(5): 2502-2509 (2023)
[c95]Yafei Ou
, Mahdi Tavakoli:
Towards Safe and Efficient Reinforcement Learning for Surgical Robots Using Real-Time Human Supervision and Demonstration. ISMR 2023: 1-7
[i3]Yafei Ou, Mahdi Tavakoli:
Sim-to-Real Surgical Robot Learning and Autonomous Planning for Internal Tissue Points Manipulation using Reinforcement Learning. CoRR abs/2306.14085 (2023)

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last updated on 2026-03-10 22:53 CET by the dblp team
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