مشاهده مشخصات مقاله
A Learning Fuzzy Controller to Control Exploration Rate in XCS
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نویسنده (ها) |
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Ali Hamzeh
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Adel Rahmani
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Nahid Parsa
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مربوط به کنفرانس |
دوازدهمین کنفرانس بینالمللی سالانه انجمن کامپیوتر ایران |
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چکیده |
Explore/Exploit dilemma is one of the most challenging issues in reinforcement learning area as well as learning
classifier systems such as XCS. In this paper, an intelligent method is proposed to control the exploration rate in
XCS to improve its long-term performance. This method is called Intelligent Exploration Method (IEM) and is
applied to some benchmark problems to show the advantages of adaptive exploration rate for XCS. |
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قیمت |
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برای اعضای سایت : ۱٠٠,٠٠٠ ریال
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برای دانشجویان عضو انجمن : ۲٠,٠٠٠ ریال
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برای اعضای عادی انجمن : ۴٠,٠٠٠ ریال
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خرید مقاله
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