Reinforcement Learning for ADAS – Research and Engineering Intern
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Job Location:
Sunnyvale, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
Yesterday
Vacancies:
1 Vacancy
Job Summary
During this internship you will explore advanced methods in E2E AI-based planning to address challenges in autonomous systems. A few of your responsibilities will include:
- Conduct advanced research and engineering in E2E AI-based planning to address challenges in autonomous systems
- Apply research results to real-world applications with high quality implementation.
- Integrate the resulting system/software into existing Bosch platform.
- Summarize research findings in high-quality paper and/or patent submissions.
Qualifications :
Basic Qualifications
- Currently enrolled and pursing a Masters or PhD program in Computer Science or related fields
- Hands-on experience on developing classical and learning-based planners with focus on at least two of the following areas: reinforcement learning (RL) curriculum learning imitation learning action chunking hybrid A* LQR.
- Solid understanding of autonomous driving architectures including mission-level and behavioral planning
- Solid Python and/or C programming skills and proficient with libraries such as OpenCV Tensorflow and PyTorch.
- Minimum GPA of 3.0
Preferred Qualifications
- Publication record in top venues including CVPR ICCV ICRA ISMAR ECCV NeurIPS ICLR TVCG SIGGRAPH.
- Experience in working with close-loop systems path tracking and vehicle kinematics models
- Able to work independently has strong research and problem-solving skills.
- Strong background in math and statistics.
- Good communication and teamwork skills.
Additional Information :
The U.S. base salary range for this intern position is $39.00 - $64.00. Within the range individual pay is determined based on several factors including but not limited to type of degree work experience and job knowledge complexity of the role type of position job location etc. Your Hiring Manager can share more details about the specific salary range for this position during the interview process.*
BOSCH is a proud supporter of STEM (Science Technology Engineering & Mathematics) Initiatives
FIRST Robotics (For Inspiration and Recognition of Science and Technology)
AWIM (A World In Motion)
Equal Opportunity Employer including disability / veterans.
*Bosch adheres to Federal State and Local laws regarding drug-testing. Employment is contingent upon the successful completion of a drug screen and background check. Candidates who have been offered the position must pass both screenings before their start date.
Remote Work :
No
Employment Type :
Intern
Key Skills
- Robotics
- Machine Learning
- Python
- AI
- C/C++
- Data Collection
- Research Experience
- Signal Processing
- Natural Language Processing
- Computer Vision
- Deep Learning
- Tensorflow
About Company
Bosch first started in Vietnam with a representative office in 1994. Bosch has its main office in Ho Chi Minh City, with branch offices in Hanoi and Da Nang, and a Powertrain Solutions plant in the Dong Nai province to manufacture pushbelt for continuously variable transmissions (CVT) ... View more
