(Ilmumisaeg: 17-Dec-2024, PDF+DRM, Kirjastus: MIT Press Ltd, ISBN-13: 9780262380515)
The first comprehensive introduction to Multi-Agent Reinforcement Learning (MARL), covering MARLs models, solution concepts, algorithmic ideas, technical challenges, and modern approaches.Multi-Agent Reinforcement Learning (MARL), an area of machine...Loe edasi...
Reinforcement Learning: Theory and Python Implementation is a tutorial book on reinforcement learning, with explanations of both theory and applications. Starting from a uniform mathematical framework, this book derives the theory of modern reinforce...Loe edasi...
Sari: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Ilmumisaeg: 22-Jan-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781003802877)
This book focuses on a subtopic of explainable AI (XAI) called explainable agency (EA), which involves producing records of decisions made during an agents reasoning, summarizing its behavior in human-accessible terms, and providing answers to quest...Loe edasi...
Sari: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Ilmumisaeg: 22-Jan-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781003802921)
This book focuses on a subtopic of explainable AI (XAI) called explainable agency (EA), which involves producing records of decisions made during an agents reasoning, summarizing its behavior in human-accessible terms, and providing answers to quest...Loe edasi...
Unlock the full potential of reinforcement learning (RL), a crucial subfield of Artificial Intelligence, with this comprehensive guide. This book provides a deep dive into RLs core concepts, mathematics, and practical algorithms, helping you to deve...Loe edasi...
Unlock the full potential of reinforcement learning (RL), a crucial subfield of Artificial Intelligence, with this comprehensive guide. This book provides a deep dive into RLs core concepts, mathematics, and practical algorithms, helping you to deve...Loe edasi...
(Ilmumisaeg: 14-Aug-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031373459)
Artificial intelligence (AI) applications bring agility and modernity to our lives, and the reinforcement learning technique is at the forefront of this technology. It can outperform human competitors in strategy games, creative compositing, and auto...Loe edasi...
(Ilmumisaeg: 14-Aug-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031373459)
Artificial intelligence (AI) applications bring agility and modernity to our lives, and the reinforcement learning technique is at the forefront of this technology. It can outperform human competitors in strategy games, creative compositing, and auto...Loe edasi...
(Ilmumisaeg: 14-Aug-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031367939)
This book discusses the acceleration of deep reinforcement learning (DRL), which may be the next step in the burst success of artificial intelligence (AI). The authors address acceleration systems which enable DRL on area-limited & battery-limited mo...Loe edasi...
(Ilmumisaeg: 14-Aug-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031367939)
This book discusses the acceleration of deep reinforcement learning (DRL), which may be the next step in the burst success of artificial intelligence (AI). The authors address acceleration systems which enable DRL on area-limited & battery-limited mo...Loe edasi...
(Ilmumisaeg: 24-Jul-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031283949)
This book offers a thorough introduction to the basics and scientific and technological innovations involved in the modern study of reinforcement-learning-based feedback control. The authors address a wide variety of systems including work on nonline...Loe edasi...
(Ilmumisaeg: 24-Jul-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031283949)
This book offers a thorough introduction to the basics and scientific and technological innovations involved in the modern study of reinforcement-learning-based feedback control. The authors address a wide variety of systems including work on nonline...Loe edasi...
Have you ever wondered how AlphaZero learns to defeat the top human Go players? Do you have any clues about how an autonomous driving system can gradually develop self-driving skills beyond normal drivers? What is the key that enables AlphaStar to ma...Loe edasi...
This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow library.Reinforcement Learning for Finance begins by describing methods for training neural networks. Next, it...Loe edasi...
This book introduces reinforcement learning with mathematical theory and practical examples from quantitative finance using the TensorFlow library.Reinforcement Learning for Finance begins by describing methods for training neural networks. Next, it...Loe edasi...
Sari: Chapman & Hall/CRC Mathematics and Artificial Intelligence Series
(Ilmumisaeg: 16-Dec-2022, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000801101)
Foundations of Reinforcement Learning with Applications in Finance aims to demystify Reinforcement Learning, and to make it a practically useful tool for those studying and working in applied areas - especially finance.Reinforcement Learning is emerg...Loe edasi...
Sari: Chapman & Hall/CRC Mathematics and Artificial Intelligence Series
(Ilmumisaeg: 16-Dec-2022, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000801057)
Foundations of Reinforcement Learning with Applications in Finance aims to demystify Reinforcement Learning, and to make it a practically useful tool for those studying and working in applied areas - especially finance.Reinforcement Learning is emerg...Loe edasi...
(Ilmumisaeg: 02-Dec-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031076145)
This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been pr...Loe edasi...
(Ilmumisaeg: 02-Dec-2022, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031076145)
This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been pr...Loe edasi...
(Ilmumisaeg: 27-Oct-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031090301)
In ancient games such as chess or go, the most brilliant players can improve by studying the strategies produced by a machine. Robotic systems practice their own movements. In arcade games, agents capable of learning reach superhuman levels within a...Loe edasi...
