Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
The book is focused on the developments and prospective challenging problems in the area of mind game playing (i.e. playing games that require mental skills) using Computational Intelligence (CI) methods, mainly neural networks, genetic/evolutionary programming and reinforcement learning. The majori...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Vydání: | 1st ed. 2010. |
| Edice: | Studies in Computational Intelligence
276 |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642262135 • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642117794 • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642116773 • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642262135 • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642117794 • Knowledge-Free and Learning-Based Methods in Intelligent Game Playing, Texte imprimé, 9783642116773 |
Obsah:
- I: AI Tools and State-of-the-Art Accomplishments in Mind Games Foundations of AI and CI in Games. Claude Shannon s Postulates Basic AI Methods and Tools State of the Art II: CI Methods in Mind Games. Towards Human-Like Playing An Overview of Computational Intelligence Methods CI in Games Selected Approaches III: An Overview of Challenges and Open Problems Evaluation Function Learning Game Representation Efficient TD Training Move Ranking and Search-Free Playing Modeling the Opponent and Handling the Uncertainty IV: Grand Challenges Intuition Creativity and Knowledge Discovery Multi-game Playing Summary and Perspectives.