all AI news
From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks. (arXiv:2201.08300v1 [cs.AI])
cs.LG updates on arXiv.org arxiv.org
Psychological curiosity plays a significant role in human intelligence to
enhance learning through exploration and information acquisition. In the
Artificial Intelligence (AI) community, artificial curiosity provides a natural
intrinsic motivation for efficient learning as inspired by human cognitive
development; meanwhile, it can bridge the existing gap between AI research and
practical application scenarios, such as overfitting, poor generalization,
limited training samples, high computational cost, etc. As a result,
curiosity-driven learning (CDL) has become increasingly popular, where agents
are self-motivated to …
ai artificial artificial intelligence arxiv intelligence learning