SocialAI 0.1
收藏arXiv2021-04-27 更新2024-07-31 收录
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https://sites.google.com/view/socialai01
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资源简介:
SocialAI 0.1是由法国国家信息与自动化研究所创建的一个基准数据集,旨在评估深度强化学习代理的社交技能。该数据集设计用于研究代理在复杂和多变的社交环境中的语言使用能力,以及在多模态设置中进行复杂身体交流的能力。数据集的创建过程涉及使用模板语言来强调在更自然的社交和语用情境中处理挑战的重要性。SocialAI 0.1的应用领域主要集中在开发能够有效参与社交互动的自主代理,解决AI领域中代理社交能力的关键问题。
SocialAI 0.1 is a benchmark dataset developed by the Institut National de Recherche en Informatique et en Automatique (INRIA), a French leading research institute in digital and automation sciences, aiming to evaluate the social skills of deep reinforcement learning agents. This dataset is designed to study agents' language use capabilities in complex and dynamic social environments, as well as their capacities for complex bodily communication in multimodal settings. The creation process of the dataset employs template-based language paradigms to highlight the significance of addressing challenges in more natural social and pragmatic scenarios. The primary application areas of SocialAI 0.1 focus on developing autonomous agents that can effectively engage in social interactions, and resolving critical issues concerning agents' social competencies within the field of artificial intelligence.
提供机构:
法国国家信息与自动化研究所
创建时间:
2021-04-27



