AIRODec 29, 2020

Modeling Social Interaction for Baby in Simulated Environment for Developmental Robotics

arXiv:2012.14842v1
AI Analysis

This work aims to provide a more comprehensive simulated environment for developmental robotics, addressing the need for richer, social interaction-based experiences beyond current task-specific AI agents, which is significant for researchers in developmental AI.

This paper introduces Simulated Environment for Developmental Robotics (SEDRo), a simulation designed to model the developmental experiences of a human baby from the fetal stage to 12 months post-birth. SEDRo includes a mother character for social interaction and incorporates experiments from developmental psychology to evaluate agent milestones.

Task-specific AI agents are showing remarkable performance across different domains. But modeling generalized AI agents like human intelligence will require more than current datasets or only reward-based environments that don't include experiences that an infant gathers throughout its initial stages. In this paper, we present Simulated Environment for Developmental Robotics (SEDRo). It simulates the environments for a baby agent that a human baby experiences throughout the pre-born fetus stage to post-birth 12 months. SEDRo also includes a mother character to provide social interaction with the agent. To evaluate different developmental milestones of the agent, SEDRo incorporates some experiments from developmental psychology.

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