• Reinforcement Learning Research Scientist Jobs in Canada

  • Huawei Technologies Co Ltd
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Job Description:

Reinforcement Learning Research Scientist Canada/Toronto - Technology North American Research Laboratories

Position responsibilities Reinforcement Learning Research Scientist
Location Edmonton, AB
Position Full-time
Job Description & Qualification Requirements

We are looking for passionate Researchers who have conducted active and excellent research in one or more of the following areas
Reinforcement learning algorithms and models for decision making, planning and/or control
Adaptations and applications of advanced machine learning algorithms and models to realistic challenges
This role involves working with a small team of researchers and scientists building state-of-the-art deep reinforcement learning algorithms that can be applied to real world challenges The research scientist filling this role will be able to develop new DRL algorithms and test them with robotic agents in simulated environments as well as test them in the real world Position Requirements Qualification Requirements
Suitable research background in artificial intelligence, and advanced research experience in deep learning, reinforcement learning, motion planning or optimization and control methods;
A PhD in Computer Science or comparable background in a related field is required Prior working experience is an option Experience in Robotics is a plus;
Advanced knowledge in deep reinforcement learning (DQN, DDPG, PPO, TRPO, etc), and ability to creatively adapt reinforcement learning algorithms to specific scenarios and problems;
Proficiency in common programming and scripting languages (such as Python, C/C , etc);
Knowledge of imitation learning, transfer learning, predictive learning, or hierarchical reinforcement learning is a plus;
Experience with one or more mainstream deep learning frameworks such as TensorFlow, Caffe, MXNet, Torch, PyTorch and Keras is a plus

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