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| 00of01 - Book Cover.pdf |
421.27Кб |
| 00of01 - Front Matter.pdf |
125.24Кб |
| 00of15 - Front Matter.pdf |
274.97Кб |
| 01of01 - Complete Text.pdf |
1.64Мб |
| 01of01 - Sample Chapters 1-6.pdf |
6.35Мб |
| 01of15 - Introduction.pdf |
324.76Кб |
| 01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf |
956.39Кб |
| 01of22 - Neural Forecasting Systems.pdf |
555.06Кб |
| 02of15 - A Course in Machine Learning.pdf |
2.84Мб |
| 02of15 - Regression.pdf |
455.98Кб |
| 02of20 - From Automation To Autonomy.pdf |
381.56Кб |
| 02of22 - Reinforcement Learning in System Identification.pdf |
454.75Кб |
| 03of15 - A First Encounter with Machine Learning.pdf |
415.70Кб |
| 03of15 - Classification.pdf |
796.57Кб |
| 03of20 - Taking Experience to a Whole New Level.pdf |
608.47Кб |
| 03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf |
694.23Кб |
| 04of15 - Bayesian Reasoning and Machine Learning.pdf |
15.43Мб |
| 04of15 - Covariance Functions.pdf |
675.16Кб |
| 04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf |
399.85Кб |
| 04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf |
408.34Кб |
| 05of15 - Introduction to Machine Learning.pdf |
683.74Кб |
| 05of15 - Model Selection and Adaptation of Hyperparameters.pdf |
842.70Кб |
| 05of20 - Similarity Discriminant Analysis.pdf |
1.24Мб |
| 05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf |
695.30Кб |
| 06of15 - Relationships between GPs and Other Models.pdf |
542.39Кб |
| 06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf |
12.16Мб |
| 06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf |
1.03Мб |
| 06of22 - Interaction Between the Spatio-Temporal Learning Rule (Non Hebbian) and Hebbian in Single Cells - A Cellular Mechanism of Reinforcement Learning.pdf |
337.44Кб |
| 07of15 - Theoretical Perspectives.pdf |
356.76Кб |
| 07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf |
344.64Кб |
| 07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf |
325.31Кб |
| 08of15 - Approximation Methods for Large Datasets.pdf |
379.05Кб |
| 08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf |
446.20Кб |
| 08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf |
466.04Кб |
| 09of15 - Further Issues and Conclusions.pdf |
296.98Кб |
| 09of15 - Reinforcement Learning - An Introduction.pdf |
5.23Мб |
| 09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf |
733.02Кб |
| 09of22 - Multi-Automata Learning.pdf |
534.05Кб |
| 10of15 - Appendix A - Mathematical Background.pdf |
297.75Кб |
| 10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf |
865.06Кб |
| 10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf |
358.14Кб |
| 11of15 - Appendix B - Gaussian Markov Processes.pdf |
321.78Кб |
| 11of15 - Machine Learning, Neural and Statistical Classification.pdf |
1.70Мб |
| 11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf |
653.76Кб |
| 11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf |
540.40Кб |
| 12of15 - Appendix C - Datasets and Code.pdf |
67.44Кб |
| 12of15 - Introduction To Machine Learning.pdf |
1.81Мб |
| 12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf |
758.16Кб |
| 12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf |
321.60Кб |
| 13of15 - Bibliography.pdf |
202.89Кб |
| 13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf |
1.30Мб |
| 13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf |
454.20Кб |
| 14of15 - Author Index.pdf |
93.66Кб |
| 14of15 - Practical Artificial Intelligence Programming in Java.pdf |
1.24Мб |
| 14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf |
281.19Кб |
| 14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf |
474.07Кб |
| 15of15 - Information Theory, Inference, and Learning Algorithms.pdf |
11.13Мб |
| 15of15 - Subject Index.pdf |
128.13Кб |
| 15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf |
885.44Кб |
| 15of22 - Reinforcement Learning for Building Environmental Control.pdf |
251.87Кб |
| 16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf |
804.99Кб |
| 16of22 - Model-Free Learning Control of Chemical Processes.pdf |
286.20Кб |
| 17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf |
528.58Кб |
| 17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf |
356.91Кб |
| 18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf |
365.91Кб |
| 18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf |
481.02Кб |
| 19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf |
748.84Кб |
| 19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf |
790.18Кб |
| 20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf |
965.70Кб |
| 20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf |
481.18Кб |
| 21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf |
353.99Кб |
| 22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf |
436.30Кб |
| Contents.html |
5.35Кб |
| fifteen free eBooks on machine learning 1v3.html |
85.96Кб |
| fifteen free eBooks on machine learning 2v3.html |
84.74Кб |
| fifteen free eBooks on machine learning 3v3.html |
85.02Кб |