کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6863487 | 678093 | 2012 | 4 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Reinforcement learning for discounted values often loses the goal in the application to animal learning
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Reinforcement learning for discounted values often loses the goal in the application to animal learning Reinforcement learning for discounted values often loses the goal in the application to animal learning](/preview/png/6863487.png)
چکیده انگلیسی
The impulsive preference of an animal for an immediate reward implies that it might subjectively discount the value of potential future outcomes. A theoretical framework to maximize the discounted subjective value has been established in the reinforcement learning theory. The framework has been successfully applied in engineering. However, this study identified a limitation when applied to animal behavior, where in some cases, there is no learning goal. Here a possible learning framework was proposed that is well-posed in any cases and that is consistent with the impulsive preference.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neural Networks - Volume 35, November 2012, Pages 88-91
Journal: Neural Networks - Volume 35, November 2012, Pages 88-91
نویسندگان
Yoshiya Yamaguchi, Yutaka Sakai,