Chapter
The Role of Robotics in Advancing Artificial Intelligence
27:46 - 35:23 (07:36)
The speaker debates whether or not robotics is the best way to study and develop artificial intelligence, as some believe the lack of common sense reasoning in current systems is due to the inability to interact with specific worlds to gain knowledge, while others see robotics as a fundamental space to explore fundamental learning mechanisms for general intelligence.
Clips
Robotic grasping, once considered to be a solely geometrical problem, has seen a major change with the emergence of deep learning and trial-and-error methods.
27:46 - 30:46 (02:59)
Summary
Robotic grasping, once considered to be a solely geometrical problem, has seen a major change with the emergence of deep learning and trial-and-error methods. Combining exhaustive simulation and real-world experiments, this new approach is more efficient at teaching robots how to grasp.
ChapterThe Role of Robotics in Advancing Artificial Intelligence
Episode#108 – Sergey Levine: Robotics and Machine Learning
PodcastLex Fridman Podcast
Robotics is a crucial space for exploring the fundamental learning mechanisms required for general intelligence, such as multimodal multitask aggregation of knowledge.
30:46 - 35:23 (04:37)
Summary
Robotics is a crucial space for exploring the fundamental learning mechanisms required for general intelligence, such as multimodal multitask aggregation of knowledge. It requires the assimilation of different pieces of knowledge, dealing with uncertainty, and being able to reason, among other capabilities.