Chapter
Simulating the Real World to Solve Real Problems
1:16:31 - 1:20:36 (04:04)
The transfer from simulation to the real world is possible and has been demonstrated by different groups. OpenAI demonstrated a robot hand trained entirely in simulation, which allowed for simulation to real transfer.
Clips
The use of simulation in solving real-world problems is a promising field as evidenced by the success of self-play simulation and sim to real transfer demonstrated by multiple groups.
1:16:31 - 1:18:16 (01:44)
Summary
The use of simulation in solving real-world problems is a promising field as evidenced by the success of self-play simulation and sim to real transfer demonstrated by multiple groups.
ChapterSimulating the Real World to Solve Real Problems
Episode#94 – Ilya Sutskever: Deep Learning
PodcastLex Fridman Podcast
The potential for simulation in deep learning is vast, however it is currently limited when it comes to dealing with novel perturbations in the real world.
1:18:16 - 1:19:01 (00:45)
Summary
The potential for simulation in deep learning is vast, however it is currently limited when it comes to dealing with novel perturbations in the real world. With increased transfer capabilities, simulation could become a much more useful tool for real world applications.
ChapterSimulating the Real World to Solve Real Problems
Episode#94 – Ilya Sutskever: Deep Learning
PodcastLex Fridman Podcast
The speaker discusses the importance of having a physical body for developing self-awareness and the ability to learn things that cannot be learned without a body.
1:19:01 - 1:20:36 (01:34)
Summary
The speaker discusses the importance of having a physical body for developing self-awareness and the ability to learn things that cannot be learned without a body.