Chapter
Injecting Exploration for AI Reward Functions
1:08:01 - 1:13:51 (05:50)
This podcast episode discusses the idea of injecting exploration for its own sake in AI reward functions, and how it could lead to more intelligent systems.
Clips
The development of intelligent robots involves creating a reward system for them to follow that encourages them to maintain and reproduce themselves, thus building an entirely new species of intelligent beings that could be useful to humans.
1:08:01 - 1:09:55 (01:54)
Summary
The development of intelligent robots involves creating a reward system for them to follow that encourages them to maintain and reproduce themselves, thus building an entirely new species of intelligent beings that could be useful to humans.
ChapterInjecting Exploration for AI Reward Functions
Episode#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
PodcastLex Fridman Podcast
The reward an agent receives is proportional to how much it has learned about the world, which may require exploration and space exploration to gather information.
1:09:55 - 1:11:34 (01:38)
Summary
The reward an agent receives is proportional to how much it has learned about the world, which may require exploration and space exploration to gather information. Some agents, such as AI algorithms, can have their rewards optimized by proving stronger results for them.
ChapterInjecting Exploration for AI Reward Functions
Episode#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
PodcastLex Fridman Podcast
The podcast discusses the role of reward functions in intelligent systems and how the biological reward function of humans to survive and spread is analogous to injecting exploration in a machine's reward function.
1:11:34 - 1:13:51 (02:17)
Summary
The podcast discusses the role of reward functions in intelligent systems and how the biological reward function of humans to survive and spread is analogous to injecting exploration in a machine's reward function.