Allinurl Agent Pdf Gamer Id 21 30
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Reinforcement Learning, second edition
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
What Video Games Have to Teach Us About Learning and Literacy. Second Edition
James Paul Gee begins his classic book with "I want to talk about video games--yes, even violent video games--and say some positive things about them." With this simple but explosive statement, one of America's most well-respected educators looks seriously at the good that can come from playing video games. In this revised edition of What Video Games Have to Teach Us About Learning and Literacy, new games like World of WarCraft and Half Life 2 are evaluated and theories of cognitive development are expanded. Gee looks at major cognitive activities including how individuals develop a sense of identity, how we grasp meaning, how we evaluate and follow a command, pick a role model, and perceive the world.
A Game of Thrones
Author: George R. R. Martin
language: en
Publisher: Random House Worlds
Release Date: 2003-01-01
NOW THE ACCLAIMED HBO SERIES GAME OF THRONES—THE MASTERPIECE THAT BECAME A CULTURAL PHENOMENON Here is the first book in the landmark series that has redefined imaginative fiction and become a modern masterpiece. A GAME OF THRONES In a land where summers can last decades and winters a lifetime, trouble is brewing. The cold is returning, and in the frozen wastes to the North of Winterfell, sinister and supernatural forces are massing beyond the kingdom’s protective Wall. At the center of the conflict lie the Starks of Winterfell, a family as harsh and unyielding as the land they were born to. Sweeping from a land of brutal cold to a distant summertime kingdom of epicurean plenty, here is a tale of lords and ladies, soldiers and sorcerers, assassins and bastards, who come together in a time of grim omens. Amid plots and counterplots, tragedy and betrayal, victory and terror, the fate of the Starks, their allies, and their enemies hangs perilously in the balance, as each endeavors to win that deadliest of conflicts: the game of thrones. A GAME OF THRONES • A CLASH OF KINGS • A STORM OF SWORDS • A FEAST FOR CROWS • A DANCE WITH DRAGONS