Artificial Intelligence
Springer International Publishing (Verlag)
978-3-030-31977-9 (ISBN)
The 9 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 31 submissions. They address various aspects of artificial intelligence such as natural language processing, agent technology, game theory, problem solving, machine learning, human-agent interaction, AI and education, and data analysis.
Early Detection of Sepsis Induced Deterioration Using Machine Learning.- Deriving Formulas for Integer Sequences Using Inductive Programming.- All or In-cloud: How the Identification of Six Types of Anomalies is A ected by the Discretization Method.- Topic Modeling for Exploring Cancer-Related Coverage in Journalistic Texts.- Model Selection for Multi-Directional Ensemble of Regression and Classification Trees.- Finding dissimilar explanations in Bayesian networks: Complexity results.- Beyond Local Nash Equilibria for Adversarial Networks.- Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population.- Computing and Predicting Winning Hands in the Trick-Taking Game of Klaverjas.- Style transfer of abstract drum patterns using a light-weight hierarchical autoencoder.- Assessing the Potential of Classical Q-learning in General Game Playing.- Visual Rationalizations in Deep Reinforcement Learning for Atari Games.
| Erscheinungsdatum | 26.09.2019 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | X, 167 p. 64 illus., 46 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 285 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • Computer Science • conference proceedings • decision trees • Informatics • Learning Algorithms • random forests • Reinforcement Learning • Research |
| ISBN-10 | 3-030-31977-6 / 3030319776 |
| ISBN-13 | 978-3-030-31977-9 / 9783030319779 |
| Zustand | Neuware |
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