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