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Reinforcement Learning Researcher
Autonomous Driving
Confirmed live in the last 24 hours
Locations
Markham, ON, Canada
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Structures & Algorithms
C/C++/C#
Keras
Pytorch
Research
Tensorflow
Python
Requirements
  • PhD in Robotics, Machine Learning, Computer Science, or related fields
  • Proven track record of experience in relevant areas (significant industry experience in Reinforcement Learning and publication record at top venues like NIPS/NeurIPS, CoRL, ICML, ICLR, RLDM, AAMAS, AAAI or similar
  • Strong grasp of fundamentals: linear algebra, discrete and continuous optimization, supervised and unsupervised methods, generative and discriminative methods
  • Expertise in one or more focus areas: model-free and model-based reinforcement learning, imitation learning, inverse reinforcement learning, safe RL, multi-agent training, Bayesian inference, etc
  • In-depth hands-on at least 2 yrs working experience in Python, C/C++, TensorFlow, PyTorch, MXNet, Keras, etc. and a track record of translating ideas into research prototypes quickl
Responsibilities
  • Develop cutting edge reinforcement learning and deep learning algorithms for behavioral planning, motion planning, and motion control
  • Guide the development of solutions from prototyping to production and integration, including training on simulated environments or large scale datasets, deploying on real time robotic platforms, and testing and validating on self-driving vehicles
  • Research on reinforcement learning, literature review, and publication
  • Design, build and maintain large scale production machine learning pipelines
Huawei

10,001+ employees

Telecommunications & consumer electronics company
Company Overview
Huawei’s mission is to expand the benefits of technology to everyone, everywhere. The company is committed to driving ubiquitous connectivity and promoting equal access to networks to lay the foundation for the intelligent world by providing computing power to deliver seamless cloud experiences, digital platforms, AI, and personalized consumer products.
Company Core Values
  • Stay Customer-Centric
  • Inspire Dedication
  • Grow by Reflection
  • Persevere