Research Scientist, Human Data, Robotics, DeepMind
Tasks
- Design and conduct experiments for multimodal robotics foundation models
- Design implement train evaluate large models and algorithms for robotic agents
- Develop and apply vision language action models and transformer based models
- Develop methodologies for incorporating scalable human data
- Generate video and control robot agents
- Leverage learning from simulation reinforcement learning and imitation learning
- Report and present research findings
- Write software to implement research ideas and iterate quickly
Perks/Benefits
- N/A
Skills/Tech-stack
Computer Vision | Deep learning | Force Sensing | Generative Modeling | Humanoid robotics | Imitation Learning | Language Models | Language Processing | Machine Learning | Multimodal Sensing | Multimodal generative modeling | Natural Language | Natural Language Processing | Reinforcement Learning | Robot Control | Simulation | Tactile sensing | Training and inference | Transformers | Video Generation | Vision Language Models | Vision-language
Education
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