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Machine Learning Engineer, Planning, Prediction and Control

Fremont, CA, USA

351 Days ago

Job Description


  • Develop Learning based planning algorithms for trajectories (deep learning, reinforcement learning, decision trees, etc) to ensuring that the vehicle behavior is natural, safe and smooth
  • Design policies and plans to manage multi-actor interactions and plans under uncertainty
  • Work with other internal autonomy teams to help to continuously improve and refine the self-driving system

Requirements

  • Master or Ph.D. degree in Computer Science, Electric Engineering or a related field
  • Experience solving problems using Machine Learning with Tensorflow or equivalent tools
  • Professional C++ experience designing any-angle robotic navigation algorithms such as Dijkstra, A*, D*, RRT, RRT* and RRG
  • Experience in at least one of: robotics research in motion planning, trajectory optimization, planning under uncertainty, probabilistic robotics, data analysis at scale, machine learning at scale
  • Publications in top conferences/journals in a related field or equivalent experiences is a plus

Key Skills Required

AlgorithmAlgorithmsAnalysisAutonomyC++Computer ScienceData AnalysisDecision TreeDeep LearningDesignExperience DesignLearningMachine LearningOptimizationPublicationsReinforcementReinforcement LearningResearchRoboticsScienceTensorFlowTrajectory Optimization

Job Overview


Job Function: IT/Computers - Software & Software Services

Job Type: Full Time

Workplace Type: Not Specified

Experience Level: Not Specified

Salary: Competitive & Based on Experience

Experience: - yrs

Contact Information


Company about us:

DeepRoute.ai is a cutting-edge artificial intelligence company that was founded in February 2019. With a strong dedication to research, development and application of autonomous driving technology, DeepRoute.ai is quickly making a name for itself in the AI industry. The company's goal is to create general artificial intelligence in robots, which...

Company Name: Deeproute.ai

Recruiting People: HR Department

Website: http://www.deeproute.ai

Headquarter: Fremont, California, USA 94538

Industry: IT/Computers - Software & Software Services

Company Size: 51-200 Employees

Location

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