Key Responsibilities

• ​Research, ideate, and implement novel and robust model- and learning-based robot behaviors and interaction control algorithms, enabling contact-rich manipulation in various real-world application domains including dexterous object manipulation.
• Research, ideate, and implement robot reasoning algorithms for understanding and predicting failure, recoverying from failure, and learning successful task strategies through adaptive intelligence that can enable generalizability to new scenarios.
• Develop and implement simulation environments for data collection.
• Validate dexterous robot behavior algorithms through comprehensive data analysis and successful demonstrations on hardware.
• Deliver results in accordance with the project timelines.
• Assist with compiling written and oral reports for executives within the company and performing demos.
• Contribute to the portfolio of patents, academic publications, and prototypes to demonstrate research value.
• Collaborate with our teams of scientists and engineers in Honda's regional and global R&D offices, as well as with our partners in academia and industry.
• Assist with supervising interns.

Minimum Qualifications

• Ph.D. in mechanical engineering, robotics, electrical engineering, computer science, or a related field.
• Expert knowledge on fundamentals of robotics. e.g. robot kinematics and dynamics, control systems, force control, haptics.
• Expert Knowledge on learning-based methods such as reinforcement learning, generative models and inference models.
• Extensive hands-on experience on development and successful implementation of planning, control and recovery algorithms for contact-rich manipulation in real-world.
• Proven experience with one or more physics simulators such as MuJoCo, Isaac Sim, PyBullet, Drake, or Gazebo.
• Familiarity with large models including VLMs, LLMs, and multi-modal foundation models.
• Strong track record of publishing in top robotics venues (e.g T-RO, RA-L, T-M, ICRA, IROS, RSS, CoRL, …)
• Solid programming skills in C++ or Python and strong familiarity with ROS.
• Self-motivated to advance the project and deliver on-time.
• Strong written and oral communication skills including development and delivery of presentations, papers, and technical documents.

Bonus Qualifications