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The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and Practice
Deep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In the past decade deep RL has achieved remarkable results on a range of problems, from single and multiplayer games-such as Go, Atari games, and DotA 2-to robotics. Foundations of Deep Reinforcement Learning is an introduction to deep RL that uniquely combines both theory and implementation. It starts with intuition, then carefully explains the theory of deep RL algorithms, discusses implementations in its companion software library SLM Lab, and finishes with the practical details of getting deep RL to work. This guide is ideal for both computer science students and software engineers whoThe Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and Practice Deep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In the past decade deep RL has
Discusses Open AI and Open AI Gym with relevance to Reinforcement LearningApplication of TensorFlow and Keras to Reinforcement Learning Swarm Intelligence with Python in terms of Reinforcement LearningDiscusses Google's DeepMind and the future of Reinforcement Learning
Outline of a Theory of Practice is recognized as a major theoretical text on the foundations of anthropology and sociology. Pierre Bourdieu, a distinguished French anthropologist, develops a theory of practice which is simultaneously a critique of the methods and postures of social science and a
In their established introduction to contemporary CBT theory and practice, Diana Sanders and Frank Wills show how therapeutic change takes place across a network of cognitive, emotional and behavioral functioning. They explain the central concepts of CBT and illustrate - with numerous case examples
Foundations of Python Network Programming, Third Edition, covers all of the classic topics found in the second edition of this book, including network protocols, network data and errors, email, server architecture, and HTTP and web applications, plus updates for Python 3. Some of the new topics in
Suitable for exams in
Suitable for exams in
Democracy in Theory and Practice presents an authoritative overview of democratic theory today. Its distinctive approach links theory to practice, emphasizing the wide variety of institutions and procedures through which core democratic principles are implemented and the normative and practical
Advocacy in Family Proceedings: Theory and Practice restates the theory and established rules of good advocacy and refines them in the light of the specific needs of family lawyers. This fully updated new edition, reflecting all recent developments, explores the writing on this subject generally
A guide to both theory and practice of blended learning offering rigorous research, case studies, and methods for the assessment of educational effectiveness.Blended learning combines traditional in-person learning with technology-enabled education. Its pedagogical aim is to merge the scale,
Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects. If you've been curious about machine learning but didn't know where to start, this is the book you've been waiting for. Focusing on the subfield of machine
Theoretical Foundations of Learning Environments provides students, faculty, and instructional designers with a clear, concise introduction to the major pedagogical and psychological theories and their implications for the design of new learning environments for schools, universities, or
Representing the fruit of a lifetime of reflection and practice, this comprehensive resource helps teachers understand the way people in different cultures learn so they can adapt their teaching for maximum effectiveness. Craig Ott, a senior missiologist known for his expertise in theology and
A diverse group of scholars redefine constructionism--introduced by Seymour Papert in 1980--in light of new technologies and theories.Constructionism, first introduced by Seymour Papert in 1980, is a framework for learning to understand something by making an artifact for and with other people. A
The third edition of Patricia Cranton's Understanding and Promoting Transformative Learning brings a wealth of new insight from the tremendous growth in the field during the decade since the previous
Suitable for exams until August
Evidence-based practice, practice-centred learning, and theory and practice integration are core principles for Common Foundation Programmes as laid-out by the Nursing and Midwifery Council of the UK. However, making these principles a reality for students has always been a challenge, in part
The value of the book lies in the author's expertise in yogic theory and practice, the questions and responses of the students attending the course, and the many figures designed to facilitate understanding of yogic concepts and practice... both teachers and students will find the book useful as a
A member of the PH OD Series Organizational Learning II expands and updates the ideas and concepts of the authors' ground- breaking first book. With new examples and the most up-to-date information on the technical aspects of organizational and management theory, Argyris and Schon demonstrate how
Suitable for exams until June
Suitable for exams until August
This is the first rigorous, self-contained treatment of the theory of deep learning. Aimed at scientists, instructors, and students interested in artificial intelligence and deep learning, it demonstrates many applications in physics, chemistry, and biomedicine. It includes a full set of exercises
Taking a critical and historical view, this text explores the theory and changing practice of international development. It provides an overview of how the field has evolved and the concrete impacts of this on the ground on the lives of people in the Global South. Development Theory and Practice