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Item #:
102365419
Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions
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Item #:
102365419
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What Stands Out
Unified Framework
Integrates reinforcement learning and stochastic optimization, providing a cohesive understanding of sequential decision-making processes. This enables streamlined applications across various fields such as finance, robotics, and operations research.
Comprehensive Approach
Addresses complex problems by combining key methodologies, enhancing versatility in tackling real-world scenarios. Users benefit from a broad perspective that improves decision-making efficiency in uncertain environments.
Practical Applications
Equips practitioners with tools to implement theoretical insights in real-life situations. This practical focus ensures that the framework is not only academically robust but also applicable in diverse industry settings.
Product Details
| Publisher | Wiley |
| Publication date | March 15, 2022 |
| Edition | 1st |
| Language | English |
| Print length | 1136 pages |
| ISBN-10 | 1119815037 |
| ISBN-13 | 978-1119815037 |
| Item Weight | 3.55 pounds (1.61 kg) |
| Dimensions | 0.39 x 0.39 x 0.39 inches (1 x 1 x 1 cm) |
Who Should Buy?
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Data Scientists
Ideal for data scientists focusing on advanced machine learning methods to enhance predictive modeling and decision-making processes.
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Researchers
Great for researchers seeking an integrated approach to reinforcement learning and stochastic optimization for their studies.
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Graduate Students
Beneficial for graduate students studying AI, machine learning, or operations research who require a comprehensive understanding of sequential decisions.
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Beginner Level
Not suitable for beginners lacking foundational knowledge in machine learning, as it requires advanced understanding of complex concepts.
Product Description
Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions
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