View details Cultural transmission is a social behavior that relies on the entire group to acquire and use information from each other in real time with high fidelity and high recall which ultimately leads to the accumulation and refinement of skills tools and knowledge and ultimately the formation of civilization in individuals Even knowledge transfer occurs with high stability between generations. And this whole process doesnt start with a set of designed books or video lessons.
When AI researchers are worried that the corpus fed to large models will dry up in five years this is first based on the fact that AI has a huge blind spot in capabilities that is the ability to abs Job Seekers Phone Numbers List tract divergent information directly from the environment. DeepMind introduces GoalCycleD a D physics simulation task space built in Unity in the training of agents. Looking at this picture you can know that there are rugged terrains and various obstacles in this space and there are spherical targets of various colors between the obstacles and complex terrain. Source: Nature DeepMind has set up a redside agent in this space with a Gods perspective and how to act to get rewards.
The blueside agent is a trained party with no game experience. Receiving high score rewards is considered a culture. An agent with no game background at all has a cultural transmission CT value of and an agent that relies entirely on experts has a CT value of An agent that follows the red side perfectly when it is present and continues to get high scores after the red side leaves has a CT value of The result of the experiment is that in a randomly generated fictional world the blue agent relied on reinforcement learning to complete the acquisition and transcendence of this high score culture which went through different training stages.
發表於 2024-3-10 13:50:11
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