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TechXplore

Platform allows AI to learn from constant, nuanced human feedback rather than large datasets

TechXplore
Summary
Nutrition label

87% Informative

Duke University researchers have developed a platform to help AI learn to perform complex tasks more like humans.

GUIDE allows humans to observe AI 's actions in real-time and provide ongoing, nuanced feedback.

In its debut study, GUIDE helps AI learn how best to play hide-and-seek.

The researchers found that 10 minutes of human feedback led to a significant improvement in the AI 's performance.

GUIDE paves the way for smarter, more responsive AI capable of functioning autonomously in dynamic and unpredictable environments.

The team envisions future research that incorporates diverse communication signals using language, facial expressions, hand gestures and more to create a more comprehensive and intuitive framework for AI to learn from human interactions.

VR Score

92

Informative language

96

Neutral language

10

Article tone

semi-formal

Language

English

Language complexity

61

Offensive language

not offensive

Hate speech

not hateful

Attention-grabbing headline

not detected

Known propaganda techniques

not detected

Time-value

long-living

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