Case Study

The Personal Robots Group at MIT Media Lab integrated Affectiva’s Emotion SDK for Android into Tega

The Personal Robots Group at MIT Media Lab integrated Affectiva’s Emotion SDK for Android into Tega

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Tega Researchers in the Personal Robots Group at MIT Media Lab integrated Affectiva’s Emotion SDK for Android into Tega, a new robot platform to support educational interactions with children. This gives Tega the ability to sense and respond to the affective content of children’s facial expressions, which theresearchers combined into a reward signal, and fed into an affective reinforcement learning algorithm that guides the robot’s behavior. This integration was tested during a 2 month study with 34 children in a local preschool. Over several sessions, the robot played a game and personalized its motivational strategies (based on affective data) to each student. The researchers saw that: 1. Children learned new words from the repeated tutoring sessions, 2. The robot’s affective policy pers

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