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Algorithms for Reinforcement Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)

Csaba Szepesvari




[PDF.kh93] Algorithms for Reinforcement Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)

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 | #630919 in Books |  2010-06-25 | Original language:English | PDF # 1 |  9.25 x.24 x7.50l,.43 | File type: PDF | 104 pages

||7 of 8 people found the following review helpful.| Fantastic book|By Customer|The is an extraordinary resource for a graduate student. Szepesvari reviews the current place of the literature, gives a very quick but still thorough introduction to reinforcement learning, and includes algorithms for quite a few methods. This is everything a graduate student could ask for in a text. And in 100 pages! Fantastic.

I almost

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a long-term objective.What distinguishes reinforcement learning from supervised learning is that only partial feedback is given to the learner about the learner's predictions. Further, the predictions may have long term effects through influencing the future state of the controlled system. Thus, time plays a special ro...

You easily download any file type for your device.Algorithms for Reinforcement Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)   |  Csaba Szepesvari. A good, fresh read, highly recommended.

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