companyDexmate logo

Reinforcement Learning Engineer

DexmateSanta Clara Office
On-site Full-time

Clicking Apply Now takes you to AutoApply where you can tailor your resume and apply.


Unlock Your Potential

Generate Job-Optimized Resume

One Click And Our AI Optimizes Your Resume to Match The Job Description.

Is Your Resume Optimized For This Role?

Find Out If You're Highlighting The Right Skills And Fix What's Missing

Experience Level

Experience

Qualifications

Required QualificationsExtensive experience with reinforcement learning techniques (e.g., PPO, SAC, TD3, DDPG). Practical experience with robotics systems, including both simulation and physical robots. Demonstrated success in applying RL to various tasks such as manipulation, locomotion, or navigation. Proficient in Python and familiar with deep learning frameworks (e.g., PyTorch, TensorFlow, JAX). Solid understanding of robot kinematics, dynamics, and control principles. Experience with GPU-based simulation tools, such as Isaac Gym, Isaac Lab, and SAPIEN. Preferred QualificationsFamiliarity with distributed reinforcement learning training systems. Experience with sim-to-real transfer methodologies. Publications in notable robotics or RL conferences (e.g., CoRL, ICRA, RSS, NeurIPS, ICLR, ICML).

About the job

Join our dynamic team at Dexmate as a Reinforcement Learning Engineer, where you will have the opportunity to innovate and advance the capabilities of our robotic systems through the development and deployment of state-of-the-art reinforcement learning algorithms.

Key Responsibilities

  • Design and implement advanced reinforcement learning algorithms tailored for diverse robotics applications.

  • Develop and refine RL training pipelines for both simulated and real-world environments.

  • Collaborate closely with robotics engineers to seamlessly integrate RL models into production systems.

  • Conduct rigorous experiments aimed at evaluating and enhancing algorithm performance.

  • Scale training infrastructure to facilitate efficient learning across multiple robot platforms.

About Dexmate

Dexmate is at the forefront of robotics innovation, dedicated to enhancing robotic capabilities through advanced artificial intelligence and machine learning techniques. Our team thrives on collaboration, creativity, and cutting-edge technology, making us a leader in the robotics field.

Similar jobs

Tailoring 0 resumes

We'll move completed jobs to Ready to Apply automatically.