Itamar Mishani

Search-based Planning Lab (SBPL). Robotics Institute. Carnegie Mellon University.

profile_me.jpg

1612E Newell-Simon Hall

5000 Forbes Ave

Pittsburgh, PA 15213

I am a PhD Student at The Robotics Institute, Carnegie Mellon University, advised by Maxim Likhachev. My research is driven by a profound interest in Artificial Intelligence and Robotics.

More specifically, I am interested in developing algorithms for robotic manipulation, particularly in cluttered environments where heavy contact is essential. Additionally, I am passionate about exploring the integration of recent advancements in deep learning with the robustness of search-based planning algorithms to enhance motion planning techniques in high-dimensional spaces.

Previously, I was a Master’s Student at Tel Aviv University, advised by Avishai Sintov at TAU Robotics Lab.

news

Apr 21, 2024 Our work on motion planning for teams of robot arms has won the Best Student Paper Award at ICAPS 2024!
Feb 12, 2024 Our paper on Accelerating Search-Based Planning for Multi-Robot Manipulation by Leveraging Online-Generated Experiences has been accepted to International Conference on Automated Planning and Scheduling (ICAPS).
Jan 19, 2024 Our paper on Constant-time Motion Planning with Anytime Refinement for Manipulation has been accepted to ICRA 2024.

selected publications

  1. mmd.gif
    Multi-Robot Motion Planning with Diffusion Models
    Yorai Shaoul * ,  Itamar Mishani* ,  Shivam Vats * , and 2 more authors
    2024
  2. mramp.gif
    Accelerating Search-Based Planning for Multi-Robot Manipulation by Leveraging Online-Generated Experiences
    Yorai Shaoul* ,  Itamar Mishani* ,  Maxim Likhachev , and 1 more author
    In 34th International Conference on Automated Planning and Scheduling , 2024
  3. ctmp.png
    Constant-time Motion Planning with Anytime Refinement for Manipulation
    Itamar Mishani ,  Hayden Feddock ,  and  Maxim Likhachev
    In 2024 IEEE International Conference on Robotics and Automation (ICRA) , 2024
  4. paper1.png
    Real-Time Non-Visual Shape Estimation and Robotic Dual-Arm Manipulation Control of an Elastic Wire
    Itamar Mishani ,  and  Avishai Sintov
    IEEE Robotics and Automation Letters, 2022