On the relationship between semantic representation and decision-making

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2024-06-17 23:35:07
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This is our MindRL Hub Talk # 15 On the relationship between semantic representations and decision-making (Abstract) Decision-making is driven by how the situation is mentally constructed. Past research has successfully manipulated these decision frames by changing how a situation is described. It remains unknown, however, how decision frames are spontaneously constructed in the first place. In this talk, I'll present evidence that semantic representations play a crucial role in frame construction, demonstrating that the structure of semantic spaces predicts decision-making. Furthermore, I'll explore the reverse logic by showing how a key component of decision-making—uncertainty aversion—can predict the structure of semantic representations. Overall, I'll discuss the often-overlooked link between semantic representations and decision-making processes.  (Speaker) Marc-Lluis Vives is an Assistant Professor at Leiden University. He is interested in how the structure of mental representations predicts behavior in general and decision-making in particular.
强化学习专题讨论社群宗旨是促进研究强化学习的科研工作者之间的讨论、交流与合作。形式包括(但不限于)原创研究报告,文献分享,代码模型实操等。
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