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奖励和地点对狗类与互动式人工代理交互行为的影响。

Influence of reward and location on dogs' behaviour toward an interactive artificial agent.

机构信息

Department of Comparative Zoology, Institute for Evolution and Ecology, University of Tübingen, Tübingen, Germany.

ELKH-ELTE Comparative Ethology Research Group, Budapest, Hungary.

出版信息

Sci Rep. 2023 Jan 19;13(1):1093. doi: 10.1038/s41598-023-27930-8.

Abstract

Animal-robot interaction studies provide outstanding opportunities to understand the principles of social interactions. Here we investigated whether dogs' behaviour toward a cooperative artificial agent (Unidentified Moving Object (UMO)) is influenced by receiving a reward directly from the agent, and by variability in the UMO's location. In a problem-solving task, the UMO either helped dogs to obtain food (Direct Reward Group, DRG) or to fetch an object followed by an indirect reward from the owner/experimenter (Indirect Reward Group, IRG). During the Familiarization, the UMO either started from the same location or changed its starting location in all trials. In the Test phase, dogs faced the same task, but additionally a second, unfamiliar UMO was present. We found that both reward groups gazed at the UMO with decreasing latency during the Familiarization, with the IRG showing more gaze alternations between UMO and hiding location. Dogs showed no preference for either UMO in the Test phase but looked at the familiar UMO sooner if it had changed its location during the Familiarization. Thus, direct reward is not necessary to elicit elements of socially competent behavior in dogs, but variability in its motion may be important to improve the UMO's animacy and promote flexible learning.

摘要

动物-机器人交互研究为理解社会交互的原则提供了极好的机会。在这里,我们研究了狗对合作的人工智能体(未识别移动目标(UMO))的行为是否受到直接从代理处获得奖励以及 UMO 位置变化的影响。在解决问题的任务中,UMO 要么帮助狗获得食物(直接奖励组,DRG),要么从主人/实验者那里获得间接奖励(间接奖励组,IRG)来取物体。在熟悉阶段,UMO 要么从同一个位置开始,要么在所有试验中改变其起始位置。在测试阶段,狗面临相同的任务,但还有第二个陌生的 UMO 存在。我们发现,两个奖励组在熟悉阶段注视 UMO 的潜伏期都在减少,而 IRG 在 UMO 和隐藏位置之间的注视交替更多。在测试阶段,狗对两个 UMO 都没有偏好,但如果在熟悉阶段 UMO 改变了位置,它们会更快地观察到熟悉的 UMO。因此,直接奖励对于引发狗具有社交能力的行为元素不是必需的,但它的运动变化可能对提高 UMO 的生动性和促进灵活学习很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e18/9852237/1db9f8bbfbaf/41598_2023_27930_Fig1_HTML.jpg

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