Playing Smart: On Games,Intelligence,and Artificial Intelligence (Playful Thinking)
Authors: Julian Togelius
ISBN-10: 0262039036
ISBN-13: 9780262039031
Released: 2019-01-15
Pages: 192 pages
A new vision of the future of games and game design,enabled by AI.
Can games measure intelligence? How will artificial intelligence inform games of the future? In Playing Smart,Julian Togelius explores the connections between games and intelligence to offer a new vision of future games and game design. Video games already depend on AI. We use games to test AI algorithms,challenge our thinking,and better understand both natural and artificial intelligence. In the future,Togelius argues,game designers will be able to create smarter games that make us smarter in turn,applying advanced AI to help design games. In this book,he tells us how.
Games are the past,present,and future of artificial intelligence. In 1948,Alan Turing,one of the founding fathers of computer science and artificial intelligence,handwrote a program for chess. Today we have IBM’s Deep Blue and DeepMind’s AlphaGo,and huge efforts go into developing AI that can play such arcade games as Pac-Man. Programmers continue to use games to test and develop AI,creating new benchmarks for AI while also challenging human assumptions and cognitive abilities. Game design is at heart a cognitive science,Togelius reminds us―when we play or design a game,we plan,think spatially,make predictions,move,and assess ourselves and our performance. By studying how we play and design games,Togelius writes,we can better understand how humans and machines think. AI can do more for game design than providing a skillful opponent. We can harness it to build game-playing and game-designing AI agents,enabling a new generation of AI-augmented games. With AI,we can explore new frontiers in learning and play.
On Thinking Playfully
Prologue. Al&l
What Is This Book?
1 In the Beginning of Al,There Were Games
2 Do You Need to Be Intelligent to Play Games?
3 What Is(Artifhcial) Intelligence?
4Do Video Games Have Artificial Intelligence?
5 Growing a Mind and Learning to Play
6Do Games Learn from You When You Play Them?
7 Automating Creativity
8Designing for Al
9 General Intelligence and Games in General
10 Synthesis
Further Reading
Bibliography
Index
Playing Smart: On Games,Intelligence,and Artificial Intelligence
相关推荐
- IDS and IPS with Snort 3: Get up and running with Snort 3 and discover effective solutions to your security issues
- Zabbix 7 IT Infrastructure Monitoring Cookbook: Explore the new features of Zabbix 7 for designing, building, and maintaining your Zabbix setup, 3rd Edition
- Refactoring with C++: Explore modern ways of developing maintainable and efficient applications
- Segment Routing in MPLS Networks: Transition from traditional MPLS to SR-MPLS with TI-LFA FRR
- Mastering DevOps on Microsoft Power Platform: Build, deploy, and secure low-code solutions on Power Platform using Azure DevOps and GitHub
- Python for Algorithmic Trading Cookbook: Recipes for designing, building, and deploying algorithmic trading strategies with Python