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Internship 2027 Behavior Machine Learning

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Internship 2027 Behavior Machine Learning in USA new

  • Bedrock Robotics Inc
  • Full time
  • Email
  • San Francisco, CA

Responsibilities

  • Train and evaluate world models on real fleet data collected from autonomous machines.
  • Run architecture explorations and ablations and assess which approaches produce genuine improvements.
  • Build evaluation harnesses and metrics for measuring model quality.
  • Collaborate with behavior and controls teams to connect model outputs to planning and control.
  • Present findings and create a foundation for continued team development.

Requirements

  • Currently pursuing a BS, MS, or PhD in computer science, machine learning, robotics, or a related field, or bringing equivalent research or industry experience.
  • Strong Python skills and hands-on experience training models in PyTorch or an equivalent framework.
  • Ability to read research papers and implement their methods.
  • Comfort working with messy, real-world data rather than only curated benchmarks.
  • Sound experimental judgment and ability to distinguish real results from noise.
  • Preferred: experience with world models, video prediction, or sequence modeling, including systems such as DreamerV3, V-JEPA 2, Genie 3, GAIA-2, or NVIDIA Cosmos.
  • Preferred: background in reinforcement learning or imitation learning.
  • Preferred: prior work with robotics or autonomous vehicle data.
  • Preferred: familiarity with large-scale training infrastructure.

Bedrock Robotics Inc

Bedrock Robotics brings advanced autonomy to the built world, helping the construction industry build at the pace today's society demands. Our technology upgrades existing heavy equipment, enabling truly autonomous operation with expert level quality and superhuman safety. At a time when we need ...

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