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Tidy Tech: How Two Stanford Students Are Building Robots for Handling Household Chores

29/05/2024

Imagine having a robot that could help you clean up after a party - or fold heaps of laundry. Chengshu Eric Li and Josiah David Wong, two Stanford University Ph.D. students advised by renowned American computer scientist Professor Fei-Fei Li, are making that a dream come true. In this episode of the AI Podcast, host Noah Kravitz spoke with the two about their project, BEHAVIOR-1K, which aims to enable robots to perform 1,000 household chores, including picking up fallen objects or cooking. To train the robots, they're using the NVIDIA Omniverse platform, as well as reinforcement and imitation learning techniques. Listen to hear more about the breakthroughs and challenges Li and Wong experienced along the way.

The AI Podcast How Two Stanford Students Are Building Robots for Handling Household Chores Ep. 219

Stay tuned for more AI Podcast episodes recorded live from GTC.

Time Stamps 3:33: Background on the BEHAVIOR-1K project

5:00: Why use a simulated environment to train robots?

6:48: Why build a new simulation engine instead of using an existing one?

10:48: The process of training the robots to perform household chores

14:04: Some of the most complex tasks taught to the robots

19:07: How are large language models and large vision models affecting the progress of robotics?

24:09: What's next for the project?

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Generative AI and large language models (LLMs) are stirring change across industries - but according to NVIDIA Senior Product Manager of Developer Marketing Annamalai Chockalingam, we're still in the early innings. In the latest episode of NVIDIA's AI Podcast, host Noah Kravitz spoke with Chockalingam about LLMs: what they are, their current state and their future potential.

How GluxKind Created Ella, the AI-Powered Smart Stroller Ep. 193

Imagine a stroller that can drive itself, help users up hills, brake on slopes and provide alerts of potential hazards. That's what Gl xKind has done with Ella, an award-winning smart stroller that uses the NVIDIA Jetson edge AI and robotics platform to power its AI features.

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LINK: https://blogs.nvidia.com/blog/stanford-students-robots-household-chore...
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