Understanding and modelling children's cognitive processes and their behaviour in the context of their interaction with robots and social artificial intelligence systems is a fundamental prerequisite for meaningful and effective robot interventions. However, children's development involve complex faculties such as exploration, creativity and curiosity which are challenging to model. Also, often children express themselves in a playful way which is different from a typical adult behaviour. Different children also have different needs, and it remains a challenge in the current state of the art that those of neurodiverse children are under-addressed. With this workshop, we aim to promote a common ground among different disciplines such as developmental sciences, artificial intelligence and social robotics and discuss cutting-edge research in the area of user modelling and adaptive systems for children.
翻译:儿童在与机器人和社会人工智能系统互动的背景下理解和模拟儿童的认知过程及其行为,是有意义和有效机器人干预的基本先决条件,然而,儿童发展涉及复杂的能力,如探索、创造力和好奇心,这些都对模型具有挑战性;此外,儿童往往以一种与典型的成人行为不同的游戏方式表达自己;不同儿童也有不同的需要,在当今的艺术状态中,神经多变性儿童的需求得不到充分解决,这仍然是一个挑战;通过这次讲习班,我们的目标是在诸如发展科学、人工智能和社会机器人等不同学科之间促进共同点,并讨论儿童用户建模和适应系统领域的尖端研究。