Job Description
Location: Irvines, California, United States
Key Responsibilities
AI Research & Development
- Assist in developing Reinforcement Learning (RL), Imitation Learning, and Deep Learning models for robotic motion control.
- Support the implementation of Whole-Body Control (WBC) and Model Predictive Control (MPC) for stability and balance in humanoid robots.
- Experiment with Deep Reinforcement Learning (DRL) techniques for motion planning and trajectory optimization.
- Explore Sim2Real techniques to enhance real-world deployment of AI models.
System Integration & Testing
- Work alongside AI engineers to integrate learning-based models into robotic systems.
- Assist in optimizing AI algorithms for real-time execution and Edge Computing.
- Help test robotic controllers in simulation environments such as ROS, Mujoco, Gazebo, and Isaac Gym.
- Contribute to prototype development and real-world testing of AI-driven robotic motion.
Research & Collaboration
- Stay up-to-date with the latest research in robot learning, reinforcement learning, and AI motion control.
- Participate in brainstorming sessions, technical discussions, and team collaborations.
- Document findings and contribute to internal research reports and presentations.
Qualifications & Experience
Education
- Pursuing a Bachelor‘s, Master’s in AI, Robotics, Computer Science, Mechatronics, or a related field.
Preferred Experience
- Some experience with robot motion control, reinforcement learning, and AI-driven robotics is a plus.
- Familiarity with robot kinematics, sensor fusion, and trajectory optimization.
Technical Skills
- Proficiency in Python and/or C++.
- Experience with TensorFlow, PyTorch, and deep learning frameworks.
- Exposure to robotic simulation tools such as ROS, Mujoco, Gazebo, Isaac Gym is a plus.
- Understanding of Reinforcement Learning (RL), Imitation Learning, or Model Predictive Control (MPC) is preferred.
Additional Skills
- Passion for AI-driven robotics and innovation.
- Strong problem-solving and analytical thinking abilities.
- Ability to work collaboratively in a research-focused environment.
Internship Benefits
- Hands-on experience in AI-powered humanoid robotics.
- Mentorship from leading AI and robotics experts.
- Opportunity to contribute to real-world robotic projects.
- Potential for full-time employment based on performance.