Reinforcement Learning Planning Research Intern

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  "lists": [
    {
      "text": "Responsibilities",
      "content": "\n<li><span data-sheets-root=\"1\">Conduct groundbreaking research with the potential to strongly impact Plus’s autonomous driving products, leading to publishable results. Key focus area for this internship will be reinforcement learning to generate safe trajectories for autonomous driving.</span></li>\n<li><span data-sheets-root=\"1\">Develop and benchmark cutting-edge techniques in deep learning.&nbsp; </span></li>\n<li><span data-sheets-root=\"1\">Collaborate with team members to optimize and seamlessly integrate developed techniques into the production perception/AV stack.</span></li>\n"
    },
    {
      "text": "Required Skills:",
      "content": "\n<li><span data-sheets-root=\"1\">Pursuing MS or PhD in CS, EE, mathematics, statistics or related field</span></li>\n<li><span data-sheets-root=\"1\">Thorough understanding of reinforcement learning</span></li>\n<li><span data-sheets-root=\"1\">1-2 years experience with implementing and training models in at least one deep learning framework (PyTorch, Tensorflow, Jax</span></li>\n"
    },
    {
      "text": "Preferred Skills:",
      "content": "\n<li><span data-sheets-root=\"1\">Past experiences in design, implementation and training of deep reinforcement learning models</span></li>\n<li><span data-sheets-root=\"1\">Past experiences in projects related to autonomous driving&nbsp;</span></li>\n"
    }
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  "country": "US",
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    "team": "Perception",
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