|
/
|
|
a course in probability theory (3rd, 2000).pdf
|
21.5 MB
|
|
a field guide to genetic programming (2008).pdf
|
3.8 MB
|
|
a first look at rigorous probability theory (2nd, 2006).pdf
|
3.3 MB
|
|
A Practical Theory of Programming - Eric C.R. Hehner.pdf
|
1.2 MB
|
|
a probabilistic theory of pattern recognition (1996).pdf
|
11.3 MB
|
|
Advances in Applied Artificial Intelligence - John Fulcher.pdf
|
13.2 MB
|
|
Advances in Artificial Intelligence – SBIA 2004 - Ana L.C. Bazzan , Sofiane Labidi.pdf
|
20.1 MB
|
|
Adventure in Prolog - Amzi.pdf
|
921.8 KB
|
|
Agent-Oriented Programming - From Prolog to Guarded Definite Clauses - Matthew M. Huntbach.pdf
|
1.8 MB
|
|
all of nonparametric statistics (2010).pdf
|
2.3 MB
|
|
all of statistics - a concise course in statistical inference (2010).pdf
|
47.1 MB
|
|
an introduction to generalized linear models (2nd, 2001).pdf
|
2.2 MB
|
|
an introduction to information retrieval (2009).pdf
|
6.9 MB
|
|
An Introduction to Neural Networks - Patrick van der Smagt.pdf
|
1.3 MB
|
|
an introduction to pattern recognition - a matlab approach (2010).pdf
|
3.5 MB
|
|
An Introduction to Pattern Recognition - Michael Alder.pdf
|
4.6 MB
|
|
an introduction to probability theory and applications (vol1, 3rd, 1968).pdf
|
36.8 MB
|
|
an introduction to probability theory and applications (vol2, 1971).pdf
|
44.1 MB
|
|
An Introduction To Programming In Emacs Lisp, 2Nd Ed - Robert J. Chassell.pdf
|
1.1 MB
|
|
An Introduction to Scheme and its Implementation.pdf
|
3.1 MB
|
|
Analysis And Applications Of Artificial Neural Networks - LPG Veelenturf.pdf
|
12.5 MB
|
|
answer book for calculus 3rd (spivak, 1994).pdf
|
22.6 MB
|
|
ant colony optimization (2004).pdf
|
2.0 MB
|
|
applied linear statistical models (5th, 2004).pdf
|
52.2 MB
|
|
artificial general intelligence (2007).pdf
|
6.0 MB
|
|
artificial intelligence (luger, 6th, 2008).pdf
|
4.2 MB
|
|
artificial intelligence - a modern approach (3rd, 2009).pdf
|
15.6 MB
|
|
Artificial Intelligence A Modern Approach - Stuart J. Russell , Peter Norvig.pdf
|
38.0 MB
|
|
Artificial Intelligence and Expert Systems for Engineers - Krishnamoorthy , S. Rajeev.pdf
|
3.8 MB
|
|
Artificial Intelligence and Soft Computing Behavioral and Cognitive Modeling of the Human Brain - Konar Amit.pdf
|
9.1 MB
|
|
ARTIFICIAL INTELLIGENCE and SOFTWARE ENGINEERING Understanding the Promise of the Future - Derek Partridge.pdf
|
2.7 MB
|
|
Artificial Intelligence Applications and Innovations - Bramer Max.pdf
|
22.0 MB
|
|
artificial intelligence for games (2nd, 2009).pdf
|
4.3 MB
|
|
Artificial Intelligence Strategies, Applications, and Models Through Search 2d ed - Christopher Thornton.pdf
|
1.8 MB
|
|
Artificial Intelligence Through Prolog - Neil C Rowe.pdf
|
1.2 MB
|
|
Artificial Intelligence Today Recent Trends and Development - Manuela Veloso.pdf
|
25.9 MB
|
|
Artificial Intelligence, Structures And Strategies For Complex Problem Solving 3rd ed - George F Luger.pdf
|
61.8 MB
|
|
Artificial Neural Networks - Colin Fyfe.pdf
|
2.6 MB
|
|
Artificial Neural Networks in Real-life Applications - Juan R. Rabunal.pdf
|
9.2 MB
|
|
Basic Lisp Techniques - David J. Cooper.pdf
|
592.1 KB
|
|
bayesian reasoning and machine learning (2012).pdf
|
14.2 MB
|
|
bio-inspired artificial intelligence (2008).pdf
|
15.7 MB
|
|
Building Expert Systems in Prolog - Dennis Merritt.pdf
|
4.2 MB
|
|
Building Machine Learning Systems with Python - Second Edition.pdf
|
6.8 MB
|
|
C++ Neural Networks and Fuzzy Logic - Valluru B. Rao.pdf
|
2.5 MB
|
|
calculus (spivak, 3rd, 1994).pdf
|
50.7 MB
|
|
calculus (strang, 1991).pdf
|
35.2 MB
|
|
Common Lisp - A Gentle Introduction To Symbolic Computation - David S. Touretzky.pdf
|
1.1 MB
|
|
Common Lisp - An Interactive Approach - STUART C. SHAPIRO.pdf
|
2.6 MB
|
|
Common Lisp the Language, 2nd Edition - Guy L. Steele.pdf
|
4.6 MB
|
|
Computational Intelligence An Introduction - Andries P. Engelbrecht.pdf
|
17.8 MB
|
|
Computational Intelligence For Decision Support - Chen.pdf
|
3.1 MB
|
|
Computational Intelligence In Control - Masoud Mohammadian.pdf
|
6.0 MB
|
|
Computational Intelligence in Manufacturing Handbook - Jun Wang.pdf
|
12.6 MB
|
|
COMPUTATIONAL LINGUISTICSModels, Resources, Applications - Igor A. Bolshakov , Alexander Gelbukh.pdf
|
1.7 MB
|
|
Computational Web Intelligence Intelligent Technology for Web Applications - Y.-Q. Zhang.pdf
|
36.9 MB
|
|
Computer Modeling and Simulation Techniques for Computer Vision Problems - Ming-Chin Lu.pdf
|
6.4 MB
|
|
Computer Vision - Linda Shapiro.pdf
|
20.5 MB
|
|
Computer Vision 2d ed - Dand h Ballard.pdf
|
110.2 MB
|
|
Computer Vision A Modern Approach - Forsyth , Ponce.pdf
|
52.7 MB
|
|
Computer Vision and Applications A Guide for Students and Practitioners - Bernd Jahne.pdf
|
23.8 MB
|
|
Concrete Abstractions An Introduction to Computer Science Using Scheme - Max Hailperin, Barbara Kaiser, and Karl Knight.pdf
|
2.6 MB
|
|
convex optimization (2004).pdf
|
6.6 MB
|
|
data analysis with open source tools (2010).pdf
|
10.7 MB
|
|
data mining - concepts and techniques (3rd, 2011).pdf
|
13.1 MB
|
|
data mining - practical machine learning tools and techniques (2011).pdf
|
7.3 MB
|
|
Data Mining Practical Machine Learning Tools and Techniques 2d ed - Morgan Kaufmann.pdf
|
8.1 MB
|
|
Data Mining Using Grammar Based Genetic Programming and Applications - Wong, Cheung.pdf
|
2.0 MB
|
|
Data Mining with Computational Intelligence - Lipo Wang , Xiuju Fu.pdf
|
4.7 MB
|
|
Designing Machine Learning Systems with Python 2016 {PRG}.pdf
|
9.0 MB
|
|
doing bayesian data analysis - a tutorial with R and BUGS (2010).pdf
|
10.4 MB
|
|
Dynamic Bayesian Networks Representation, Inference And Learning - Kevin Patrick Murphy.pdf
|
1.8 MB
|
|
elements of statistical learning (2008).pdf
|
12.9 MB
|
|
elements of statistical learning sol1.pdf
|
145.4 KB
|
|
elements of statistical learning sol2.pdf
|
69.3 KB
|
|
ensemble methods in data mining (2010).pdf
|
2.7 MB
|
|
Essentials of Programming Languages 2d ed - Daniel P. FriedmanMitchell WandChristopher T. Haynes.pdf
|
2.5 MB
|
|
Evolutionary Computation for Modeling and Optimization - Daniel Ashlock.pdf
|
8.7 MB
|
|
Evolutionary Synthesis of Pattern Recognition Systems - Bir Bhanu.pdf
|
16.1 MB
|
|
evolving connectionist systems - the knowledge engineering approach (2007).pdf
|
17.4 MB
|
|
Feature Extraction in Computer Vision and Image Processing - Mark S. Nixon.pdf
|
4.0 MB
|
|
FLEXIBLE NEURO-FUZZY SYSTEMS Structures, Learning and Performance Evaluation - Leszek Rutkowski.pdf
|
28.1 MB
|
|
Formal Syntax and Semantics of Programming Languages - Kenneth Slonneger.pdf
|
1.7 MB
|
|
Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering - Nikola Kazabov.pdf
|
5.5 MB
|
|
Foundations Of Soft Case-based Reasoning - SANKAR K. PAL.pdf
|
3.8 MB
|
|
foundations of statistical language processing (1999).pdf
|
6.6 MB
|
|
Foundations of Statistical Natural Language Processing - Christopher D. Manning.pdf
|
6.8 MB
|
|
FRONTIERS OF EVOLUTIONARY COMPUTATION - Anil Menon.pdf
|
5.8 MB
|
|
Fundamentals of Computer Vision - Mubarak Shah.pdf
|
2.3 MB
|
|
fundamentals of matrix computations (2nd, 2002).pdf
|
26.8 MB
|
|
Fusion Of Neural Networks, Fuzzy Systems And Genetic Algorithms - Lakhmi C. Jain , N.M. Martin.pdf
|
6.9 MB
|
|
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms Industrial Applications - Lakhmi C. Jain , N.M. Martin.pdf
|
6.9 MB
|
|
Fuzzy Control Systems Design and Analysis A Linear Matrix Inequality Approach - Kazuo Tanaka, Hua O. Wang.pdf
|
5.6 MB
|
|
Fuzzy Expert Systems and Fuzzy Reasoning - William Siler.pdf
|
3.7 MB
|
|
Fuzzy Logic in Embedded Microcomputers and Control Systems - Walter Banks.pdf
|
1.4 MB
|
|
Fuzzy Sets And Fuzzy Information Granulation Theory - lotfi Zadeh.pdf
|
6.1 MB
|
|
FUZZY SETS AND FUZZY LOGIC Theory and Applications - GEORGE J. KLIR , BO YUAN.pdf
|
125.2 MB
|
|
Fuzzy Sets And Systems Theory And Applications - Didier Dubois , Henri Prade.pdf
|
10.0 MB
|
|
FUZZY SETS AND THEIR APPLICATIONS TO COGNITIVE AND DECISION PROCESSES - Lotfi A. Zadeh , King-Sun Fu.pdf
|
3.7 MB
|
|
gaussian processes for machine learning (2005).pdf
|
4.1 MB
|
|
Genetic Programming An Introduction On the Automatic Evolution of Computer Programs and its Applications - Morgan Kaufmann.pdf
|
7.6 MB
|
|
Genetic programming Complex adaptive systems - Koza J.R..pdf
|
5.6 MB
|
|
Genetic Programming Theory and Practice II - John Koza.pdf
|
13.1 MB
|
|
godel, escher, bach - an eternal golden braid (1999).pdf
|
32.8 MB
|
|
Handbook of Computer Vision Algorithms in Image Algebra, 2nd Ed - Gerhard X. Ritter.pdf
|
10.8 MB
|
|
Handbook of Computer Vision and Applications Volume 1 Sensors and Imaging - Bernd Jahne.pdf
|
15.7 MB
|
|
Handbook of Computer Vision and Applications Volume 2 Signal Processing and Pattern Recognition - - Bernd Jahne.pdf
|
19.6 MB
|
|
Handbook of Computer Vision and Applications Volume 3 Systems and Applications - Bernd Jahne.pdf
|
31.2 MB
|
|
Handbook Of Mathematical Models In Computer Vision - Nikos Paragios.pdf
|
101.8 MB
|
|
How to Design Programs An Introduction to Computing and Programming - Matthias Felleisen.pdf
|
12.9 KB
|
|
how to prove it - a structured approach (2nd, 2006).pdf
|
2.7 MB
|
|
information theory, inference and learning algorithms (2003).pdf
|
7.4 MB
|
|
Intelligent Communication Systems - Nobuyoshi Terashima.pdf
|
15.4 MB
|
|
Intelligent Control Systems Using Soft Computing Methodologies - Ali Zilouchian.pdf
|
12.0 MB
|
|
Intelligent Information Integration for the Semantic Web - Ubbo Visser.pdf
|
5.5 MB
|
|
Intelligent Systems for Engineers and Scientists 2d ed - Adrian A. Hopgood.pdf
|
3.2 MB
|
|
Intelligent Systems Fusion, Tracking, and Control - GeeWah Ng.pdf
|
8.4 MB
|
|
introduction to analysis (1985).pdf
|
14.8 MB
|
|
introduction to bayesian statistics (2nd, 2007).pdf
|
22.9 MB
|
|
introduction to evolutionary computing (2003).pdf
|
47.1 MB
|
|
introduction to linear algebra (4th, 2009).pdf
|
94.3 MB
|
|
introduction to linear algebra solution manual.pdf
|
604.5 KB
|
|
introduction to linear optimization (1997).pdf
|
14.2 MB
|
|
introduction to machine learning (alpaydin, 2009).pdf
|
3.7 MB
|
|
introduction to machine learning (smola, 2010).pdf
|
10.8 MB
|
|
Introduction to Machine Learning - Nils J Nilsson.pdf
|
2.7 MB
|
|
introduction to probability (bertsekas, 2nd, 2008).pdf
|
18.2 MB
|
|
introduction to probability (grinstead and snell, 2006).pdf
|
3.0 MB
|
|
Introduction to Statistical Pattern Recognition 2nd Ed - Keinosuke Fukunaga.pdf
|
13.1 MB
|
|
Kalman Filtering and Neural Networks - Simon Haykin.pdf
|
6.2 MB
|
|
kernel methods for pattern analysis (2004).pdf
|
3.2 MB
|
|
knowledge representation and reasoning (2004).pdf
|
2.4 MB
|
|
Knowledge representation reasoning and declarative problem solving with Answer sets - Chitta Baral.pdf
|
2.6 MB
|
|
large-scale inference - empirical bayes methods for estimation, testing, and prediction (2010).pdf
|
3.8 MB
|
|
Learn Prolog Now! - Patrick Blackburn, Johan Bos , Kristina Striegnitz.pdf
|
1.7 MB
|
|
Learning And Soft Computing - Support Vector Machines, Neural Networks, And Fuzzy Logic Models - Vojislav Kecman.pdf
|
71.5 MB
|
|
Learning Bayesian Networks - Neapolitan R. E..pdf
|
4.8 MB
|
|
learning deep architectures for AI (2009).pdf
|
1.1 MB
|
|
learning with kernels (2002).pdf
|
10.3 MB
|
|
lisp book - Gary D. Knott.pdf
|
472.3 KB
|
|
Logic, Programming and Prolog 2d ed - Ulf Nilsson , Jan Maluszynski.pdf
|
2.0 MB
|
|
machine learning (1997).pdf
|
38.8 MB
|
|
machine learning - an algorithmic perspective (2009).pdf
|
44.0 MB
|
|
Machine Learning - Tom Mitchell.pdf
|
38.8 MB
|
|
Machine Learning And Its Applications - Georgios Paliouras.pdf
|
19.2 MB
|
|
machine learning for hackers (2012).pdf
|
24.2 MB
|
|
Machine Learning in Computer Vision - N. SEBE.pdf
|
6.8 MB
|
|
Machine Learning, Game Play, and Go - David Stoutamire.pdf
|
2.1 MB
|
|
Machine Learning, Neural And Statistical Classification - Cc Taylor.pdf
|
1.8 MB
|
|
Machine Learning, Neural And Statistical Classification - Michie , Spiegelhalter , Taylor.pdf
|
21.1 MB
|
|
matrix algebra - theory, computations, and applications in statistics (2007).pdf
|
4.0 MB
|
|
matrix computations (3rd, 1996).pdf
|
12.1 MB
|
|
matrix cookbook.pdf
|
534.7 KB
|
|
Methods And Applications Of Artificial Intelligence - Themistoklis Panayiotopoulos.pdf
|
26.4 MB
|
|
Methods and Procedures for the Verification and Validation of Artificial Neural Networks - Brian J. Taylor.pdf
|
20.3 MB
|
|
mining the social web - analyzing data from facebook, twitter, linkedin and other social media sites (2011).pdf
|
5.0 MB
|
|
modern multivariate statistical techniques - regression, classification and manifold learning (2008).pdf
|
12.3 MB
|
|
Multiagent systems a modern approach to distributed artificial intelligence - Gerhard Weiss.pdf
|
4.9 MB
|
|
Multiple View Geometry in Computer Vision 2ed - Hartley R., Zisserman A.pdf
|
104.0 MB
|
|
multivariate data analysis (7th, 2009).pdf
|
11.7 MB
|
|
Natural Language Processing for Online Applications Text Retrieval,Extraction and Categorization - Peter Jackson , Isabelle Moulinier.pdf
|
1.3 MB
|
|
Neural Networks - A Comprehensive Foundation - Simon Haykin.pdf
|
42.4 MB
|
|
Neural Networks Algorithms, Applications,and Programming Techniques - James A. Freeman.pdf
|
10.6 MB
|
|
neural networks for applied sciences and engineering (2006).pdf
|
6.1 MB
|
|
numerical optimization (2nd, 2006).pdf
|
3.4 MB
|
|
On LISP Advanced Techniques for Common LISP - Paul Graham.pdf
|
1.1 MB
|
|
Ontological Semantics - Sergei Nirenburg , Victor Raskin.pdf
|
3.4 MB
|
|
optimization for machine learning (2011).pdf
|
3.1 MB
|
|
Particle Swarm Optimization Methods for Pattern Recognition and Image Processing - Mahamed G. H. Omran.pdf
|
4.8 MB
|
|
pattern recognition (4th, 2008).pdf
|
13.9 MB
|
|
Pattern recognition and image preprocessing 2nd ed -Sing T. Bow.pdf
|
39.0 MB
|
|
pattern recognition and machine learning (2007).pdf
|
4.7 MB
|
|
pattern recognition and machine learning solutions.pdf
|
904.3 KB
|
|
Pattern Recognition in Speech and Language Processing - WU CHOU.pdf
|
4.7 MB
|
|
Practical Artificial Intelligence Programming in Java - Mark Watson.pdf
|
1.3 MB
|
|
practical methods for optimization (2nd, 1987).pdf
|
15.7 MB
|
|
prediction, learning, and games (2006).pdf
|
5.8 MB
|
|
probabilistic graphical models - principles and techniques (2009).pdf
|
69.4 MB
|
|
probabilistic robotics (2005).pdf
|
15.7 MB
|
|
probability theory - the logic of science (2003).pdf
|
6.1 MB
|
|
PROBLEM SOLVING WITH REINFORCEMENT LEARNING - Gavin Adrian Rummery.pdf
|
1.1 MB
|
|
programming collective intelligence - building smart web 2.0 applications (2007).pdf
|
3.5 MB
|
|
Programming Neural Networks in Java - JeffHeaton.pdf
|
1.7 MB
|
|
Prolog and Natural Language Analysis - Fernando C. N. Pereira , Stuart M. Shieber.pdf
|
1.1 MB
|
|
Prolog Programming A First Course - Paul Brna.pdf
|
651.1 KB
|
|
PROLOG PROGRAMMING FOR ARTIFICIAL INTELLIGENCE - lvan Bratko.pdf
|
33.3 MB
|
|
RECENT ADVANCES IN ARTIFICIAL NEURAL NETWORKS Design and Applications - Lakhmi Jain.pdf
|
3.4 MB
|
|
Recurrent Neural Networks Design And Applications - L.R. Medsker.pdf
|
5.8 MB
|
|
Reinforcement Learning An Introduction - Richard S. Sutton , Andrew G. Barto.pdf
|
3.8 MB
|
|
reinforcement learning - an introduction (1998).pdf
|
4.2 MB
|
|
robust statistics (2nd, 2009).pdf
|
14.5 MB
|
|
schaum's outline of probability, random variables and random processes (1997).pdf
|
4.6 MB
|
|
Simply Scheme Introducing Computer Science 2d ed - Brian Harvey , Matthew Wright.pdf
|
2.7 MB
|
|
Simulating Continuous Fuzzy Systems - James J. Buckley.pdf
|
5.1 MB
|
|
speech and language processing (2nd, 2007).pdf
|
19.8 MB
|
|
Static and Dynamic Neural Networks From Fundamentals to Advanced Theory - Madan M. Gupta, Liang Jin, Noriyasu Homma.pdf
|
25.0 MB
|
|
statistical learning theory (1998).pdf
|
31.3 MB
|
|
Statistical Machine Learning For Information Retrieval - Adam Berger.pdf
|
1.5 MB
|
|
Statistical Pattern Recognition 2nd Ed - Andrew R. Webb.pdf
|
3.1 MB
|
|
statistics - the exploration and analysis of data (7th, 2010).pdf
|
12.7 MB
|
|
statistics in plain english (3rd, 2010).pdf
|
2.6 MB
|
|
Successful Lisp How to Understand and Use Common Lisp - David B. Lamkins.pdf
|
1.8 MB
|
|
swarm intelligence (2001).pdf
|
9.5 MB
|
|
Swarm intelligence - James Kennedy.pdf
|
9.5 MB
|
|
Teach Yourself Scheme in Fixnum Days - Dorai Sitaram.pdf
|
1.3 MB
|
|
the algorithm design manual (2nd, 2008).pdf
|
6.1 MB
|
|
the art of artificial evolution - a handbook on evolutionary art and music (2007).pdf
|
15.5 MB
|
|
The Art of Prolog 2nd Ed - Leon Sterling , Ehud Shapiro.pdf
|
23.3 MB
|
|
The Elements of Artificial Intelligence Using Lisp - Steven L. Tanimoto.pdf
|
28.3 MB
|
|
The handbook of applied expert systems - Jay Liebowitz.pdf
|
32.7 MB
|
|
The Handbook Of Brain Theory And Neural Networks 2Nd Ed - Michael A Arbib.pdf
|
33.1 MB
|
|
The Handbook of Evolutionary Computation - Kenneth De Jong.pdf
|
11.1 MB
|
|
The International Dictionary Of Artificial Intelligence - William Raynor.pdf
|
832.9 KB
|
|
the quest for AI - a history of ideas and achievements (2010).pdf
|
16.1 MB
|
|
universal artificial intelligence (2005).pdf
|
18.4 MB
|
|
Vision with Direction A Systematic Introduction to Image Processing and Computer Vision - Josef Bigun.pdf
|
7.3 MB
|
|
Writing GNU Emacs Extensions - Bob Glickstein.pdf
|
713.2 KB
|
|
/Artificial Intelligence (Cutting-Edge Science and Technology)/
|
|
Artificial Intelligence (Cutting-Edge Science and Technology)(gnv64).pdf
|
18.9 MB
|
|
Torrent downloaded from 1337x.to.txt
|
0.0 KB
|
|
Torrent downloaded from Darkside RG.txt
|
0.1 KB
|
|
Torrent downloaded from Demonoid - www.demonoid.pw.txt
|
0.1 KB
|
|
/.../01 Welcome to the course/
|
|
001 Why AI-subtitle-en.srt
|
8.6 KB
|
|
001 Why AI.mp4
|
13.2 MB
|
|
002 Introduction-subtitle-en.srt
|
5.8 KB
|
|
002 Introduction.mp4
|
9.2 MB
|
|
003 Where to get the Materials.html
|
1.6 KB
|
|
004 Some Additional Resources.html
|
1.8 KB
|
|
/.../02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
|
|
005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html
|
3.0 KB
|
|
/.../03 Q-Learning Intuition/
|
|
006 Plan of Attack-subtitle-en.srt
|
5.9 KB
|
|
006 Plan of Attack.mp4
|
7.1 MB
|
|
007 What is reinforcement learning-subtitle-en.srt
|
19.2 KB
|
|
007 What is reinforcement learning.mp4
|
21.2 MB
|
|
008 The Bellman Equation-subtitle-en.srt
|
31.9 KB
|
|
008 The Bellman Equation.mp4
|
37.2 MB
|
|
009 The Plan-subtitle-en.srt
|
3.9 KB
|
|
009 The Plan.mp4
|
4.7 MB
|
|
010 Markov Decision Process-subtitle-en.srt
|
28.4 KB
|
|
010 Markov Decision Process.mp4
|
33.0 MB
|
|
011 Policy vs Plan-subtitle-en.srt
|
22.6 KB
|
|
011 Policy vs Plan.mp4
|
27.1 MB
|
|
012 Adding a Living Penalty-subtitle-en.srt
|
14.9 KB
|
|
012 Adding a Living Penalty.mp4
|
21.0 MB
|
|
013 Q-Learning Intuition-subtitle-en.srt
|
23.2 KB
|
|
013 Q-Learning Intuition.mp4
|
31.2 MB
|
|
014 Temporal Difference-subtitle-en.srt
|
30.5 KB
|
|
014 Temporal Difference.mp4
|
40.5 MB
|
|
015 Q-Learning Visualization-subtitle-en.srt
|
22.7 KB
|
|
015 Q-Learning Visualization.mp4
|
51.9 MB
|
|
/.../04 ---------- Part 1 - Self-Driving Car (Deep Q-Learning) ----------/
|
|
016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html
|
2.3 KB
|
|
/.../05 Deep Q-Learning Intuition/
|
|
017 Plan of Attack-subtitle-en.srt
|
3.8 KB
|
|
017 Plan of Attack.mp4
|
3.9 MB
|
|
018 Deep Q-Learning Intuition - Learning-subtitle-en.srt
|
23.6 KB
|
|
018 Deep Q-Learning Intuition - Learning.mp4
|
32.5 MB
|
|
019 Deep Q-Learning Intuition - Acting-subtitle-en.srt
|
10.2 KB
|
|
019 Deep Q-Learning Intuition - Acting.mp4
|
13.4 MB
|
|
020 Experience Replay-subtitle-en.srt
|
25.0 KB
|
|
020 Experience Replay.mp4
|
33.8 MB
|
|
021 Action Selection Policies-subtitle-en.srt
|
25.4 KB
|
|
021 Action Selection Policies.mp4
|
36.6 MB
|
|
/.../06 Installation for Part 1/
|
|
022 Plan of Attack (Practical Tutorials).html
|
2.1 KB
|
|
023 Where to get the Materials.html
|
1.6 KB
|
|
024 Windows Option 1 End-to-End installation steps.html
|
2.6 KB
|
|
025 Windows Option 2 - Part A Installing Ubuntu on Windows-subtitle-en.srt
|
19.1 KB
|
|
025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4
|
58.0 MB
|
|
026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html
|
1.8 KB
|
|
027 Mac or Linux Installing Anaconda-subtitle-en.srt
|
11.8 KB
|
|
027 Mac or Linux Installing Anaconda.mp4
|
15.2 MB
|
|
028 Mac or Linux Installing PyTorch and Kivy-subtitle-en.srt
|
10.6 KB
|
|
028 Mac or Linux Installing PyTorch and Kivy.mp4
|
17.5 MB
|
|
029 Kivy Installation Walk Through Mac-subtitle-en.srt
|
5.6 KB
|
|
029 Kivy Installation Walk Through Mac.mp4
|
9.5 MB
|
|
029 Kivy-Debug-Tips-for-Mac-OS.pdf
|
51.3 KB
|
|
030 Kivy Installation Walk Through Linux-subtitle-en.srt
|
4.0 KB
|
|
030 Kivy Installation Walk Through Linux.mp4
|
5.2 MB
|
|
031 Getting Started-subtitle-en.srt
|
9.5 KB
|
|
031 Getting Started.mp4
|
14.4 MB
|
|
external_links.txt
|
0.1 KB
|
|
/.../07 Creating the environment/
|
|
032 Self Driving Car - Step 1-subtitle-en.srt
|
14.2 KB
|
|
032 Self Driving Car - Step 1.mp4
|
23.2 MB
|
|
033 Self Driving Car - Step 2-subtitle-en.srt
|
24.6 KB
|
|
033 Self Driving Car - Step 2.mp4
|
46.5 MB
|
|
/.../08 Building an AI/
|
|
034 Self Driving Car - Step 3-subtitle-en.srt
|
9.5 KB
|
|
034 Self Driving Car - Step 3.mp4
|
16.6 MB
|
|
035 Self Driving Car - Step 4-subtitle-en.srt
|
22.3 KB
|
|
035 Self Driving Car - Step 4.mp4
|
28.4 MB
|
|
036 Self Driving Car - Step 5-subtitle-en.srt
|
9.4 KB
|
|
036 Self Driving Car - Step 5.mp4
|
12.2 MB
|
|
037 Self Driving Car - Step 6-subtitle-en.srt
|
8.9 KB
|
|
037 Self Driving Car - Step 6.mp4
|
12.4 MB
|
|
038 Self Driving Car - Step 7-subtitle-en.srt
|
8.9 KB
|
|
038 Self Driving Car - Step 7.mp4
|
12.3 MB
|
|
039 Self Driving Car - Step 8-subtitle-en.srt
|
16.0 KB
|
|
039 Self Driving Car - Step 8.mp4
|
23.9 MB
|
|
040 Self Driving Car - Step 9-subtitle-en.srt
|
25.4 KB
|
|
040 Self Driving Car - Step 9.mp4
|
38.3 MB
|
|
041 Self Driving Car - Step 10-subtitle-en.srt
|
20.9 KB
|
|
041 Self Driving Car - Step 10.mp4
|
31.0 MB
|
|
042 Self Driving Car - Step 11-subtitle-en.srt
|
22.7 KB
|
|
042 Self Driving Car - Step 11.mp4
|
35.8 MB
|
|
043 Self Driving Car - Step 12-subtitle-en.srt
|
18.8 KB
|
|
043 Self Driving Car - Step 12.mp4
|
34.0 MB
|
|
044 Self Driving Car - Step 13-subtitle-en.srt
|
17.7 KB
|
|
044 Self Driving Car - Step 13.mp4
|
32.1 MB
|
|
045 Self Driving Car - Step 14-subtitle-en.srt
|
4.5 KB
|
|
045 Self Driving Car - Step 14.mp4
|
7.1 MB
|
|
046 Self Driving Car - Step 15-subtitle-en.srt
|
8.5 KB
|
|
046 Self Driving Car - Step 15.mp4
|
13.5 MB
|
|
047 Self Driving Car - Step 16-subtitle-en.srt
|
10.3 KB
|
|
047 Self Driving Car - Step 16.mp4
|
19.0 MB
|
|
/.../09 Playing with the AI/
|
|
048 Self Driving Car - Level 1-subtitle-en.srt
|
14.8 KB
|
|
048 Self Driving Car - Level 1.mp4
|
23.4 MB
|
|
049 Self Driving Car - Level 2-subtitle-en.srt
|
7.4 KB
|
|
049 Self Driving Car - Level 2.mp4
|
12.4 MB
|
|
050 Self Driving Car - Level 3-subtitle-en.srt
|
8.6 KB
|
|
050 Self Driving Car - Level 3.mp4
|
19.4 MB
|
|
051 Self Driving Car - Level 4-subtitle-en.srt
|
7.6 KB
|
|
051 Self Driving Car - Level 4.mp4
|
73.2 MB
|
|
052 Challenge Solutions.html
|
1.6 KB
|
|
/.../10 ---------- Part 2 - Doom (Deep Convolutional Q-Learning) ----------/
|
|
053 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html
|
2.1 KB
|
|
/.../11 Deep Convolutional Q-Learning Intuition/
|
|
054 Plan of Attack-subtitle-en.srt
|
5.1 KB
|
|
054 Plan of Attack.mp4
|
5.8 MB
|
|
055 Deep Convolutional Q-Learning Intuition-subtitle-en.srt
|
11.1 KB
|
|
055 Deep Convolutional Q-Learning Intuition.mp4
|
16.3 MB
|
|
056 Eligibility Trace-subtitle-en.srt
|
13.5 KB
|
|
056 Eligibility Trace.mp4
|
16.8 MB
|
|
/.../12 Installation for Part 2/
|
|
057 Where to get the Materials.html
|
1.6 KB
|
|
058 Installing Open AI Gym and ppaquette.html
|
3.0 KB
|
|
059 Installing Open AI Gym Walk Through (Mac Version)-subtitle-en.srt
|
6.9 KB
|
|
059 Installing Open AI Gym Walk Through (Mac Version).mp4
|
13.7 MB
|
|
059 OpenAI-Gym-Debug-Tips.pdf
|
172.5 KB
|
|
060 Common-Debug-Solutions-Doom.pdf
|
66.6 KB
|
|
060 Installing Open AI Gym Walk Through (Ubuntu Version)-subtitle-en.srt
|
7.3 KB
|
|
060 Installing Open AI Gym Walk Through (Ubuntu Version).mp4
|
21.0 MB
|
|
/.../13 Building an AI/
|
|
061 Doom - Step 1-subtitle-en.srt
|
9.1 KB
|
|
061 Doom - Step 1.mp4
|
30.9 MB
|
|
062 Doom - Step 2-subtitle-en.srt
|
15.3 KB
|
|
062 Doom - Step 2.mp4
|
19.3 MB
|
|
063 Doom - Step 3-subtitle-en.srt
|
14.9 KB
|
|
063 Doom - Step 3.mp4
|
19.7 MB
|
|
064 Doom - Step 4-subtitle-en.srt
|
16.4 KB
|
|
064 Doom - Step 4.mp4
|
22.5 MB
|
|
065 Doom - Step 5-subtitle-en.srt
|
21.7 KB
|
|
065 Doom - Step 5.mp4
|
31.5 MB
|
|
066 Doom - Step 6-subtitle-en.srt
|
10.0 KB
|
|
066 Doom - Step 6.mp4
|
15.3 MB
|
|
067 Doom - Step 7-subtitle-en.srt
|
7.0 KB
|
|
067 Doom - Step 7.mp4
|
10.5 MB
|
|
068 Doom - Step 8-subtitle-en.srt
|
10.6 KB
|
|
068 Doom - Step 8.mp4
|
14.8 MB
|
|
069 Doom - Step 9-subtitle-en.srt
|
5.7 KB
|
|
069 Doom - Step 9.mp4
|
8.7 MB
|
|
070 Doom - Step 10-subtitle-en.srt
|
12.2 KB
|
|
070 Doom - Step 10.mp4
|
20.2 MB
|
|
071 Doom - Step 11-subtitle-en.srt
|
10.1 KB
|
|
071 Doom - Step 11.mp4
|
20.8 MB
|
|
072 Doom - Step 12-subtitle-en.srt
|
6.6 KB
|
|
072 Doom - Step 12.mp4
|
10.3 MB
|
|
073 Doom - Step 13-subtitle-en.srt
|
10.2 KB
|
|
073 Doom - Step 13.mp4
|
14.7 MB
|
|
074 Doom - Step 14-subtitle-en.srt
|
23.1 KB
|
|
074 Doom - Step 14.mp4
|
39.4 MB
|
|
075 Doom - Step 15-subtitle-en.srt
|
12.2 KB
|
|
075 Doom - Step 15.mp4
|
20.1 MB
|
|
076 Doom - Step 16-subtitle-en.srt
|
15.1 KB
|
|
076 Doom - Step 16.mp4
|
24.7 MB
|
|
077 Doom - Step 17-subtitle-en.srt
|
28.4 KB
|
|
077 Doom - Step 17.mp4
|
47.8 MB
|
|
/.../14 Playing with the AI/
|
|
078 Watching our AI play Doom-subtitle-en.srt
|
33.8 KB
|
|
078 Watching our AI play Doom.mp4
|
162.5 MB
|
|
/.../15 ---------- Part 3 - Breakout (A3C) ----------/
|
|
079 Welcome to Part 3 - Breakout (A3C).html
|
2.0 KB
|
|
/.../16 A3C Intuition/
|
|
080 Plan of Attack-subtitle-en.srt
|
5.6 KB
|
|
080 Plan of Attack.mp4
|
6.1 MB
|
|
081 The three As in A3C-subtitle-en.srt
|
7.0 KB
|
|
081 The three As in A3C.mp4
|
40.6 MB
|
|
082 Actor-Critic-subtitle-en.srt
|
10.8 KB
|
|
082 Actor-Critic.mp4
|
14.4 MB
|
|
083 Asynchronous-subtitle-en.srt
|
19.2 KB
|
|
083 Asynchronous.mp4
|
25.0 MB
|
|
084 Advantage-subtitle-en.srt
|
23.9 KB
|
|
084 Advantage.mp4
|
33.5 MB
|
|
085 LSTM Layer-subtitle-en.srt
|
25.4 KB
|
|
085 LSTM Layer.mp4
|
32.5 MB
|
|
/.../17 Installation for Part 3/
|
|
086 Installing OpenCV.html
|
1.5 KB
|
|
/.../18 Building an AI/
|
|
087 Breakout - Step 1-subtitle-en.srt
|
16.3 KB
|
|
087 Breakout - Step 1.mp4
|
26.2 MB
|
|
088 Breakout - Step 2-subtitle-en.srt
|
12.4 KB
|
|
088 Breakout - Step 2.mp4
|
15.3 MB
|
|
089 Breakout - Step 3-subtitle-en.srt
|
16.6 KB
|
|
089 Breakout - Step 3.mp4
|
25.3 MB
|
|
090 Breakout - Step 4-subtitle-en.srt
|
18.7 KB
|
|
090 Breakout - Step 4.mp4
|
28.5 MB
|
|
091 Breakout - Step 5-subtitle-en.srt
|
15.6 KB
|
|
091 Breakout - Step 5.mp4
|
25.9 MB
|
|
092 Breakout - Step 6-subtitle-en.srt
|
17.9 KB
|
|
092 Breakout - Step 6.mp4
|
28.4 MB
|
|
093 Breakout - Step 7-subtitle-en.srt
|
11.8 KB
|
|
093 Breakout - Step 7.mp4
|
20.7 MB
|
|
094 Breakout - Step 8-subtitle-en.srt
|
16.9 KB
|
|
094 Breakout - Step 8.mp4
|
23.9 MB
|
|
095 Breakout - Step 9-subtitle-en.srt
|
16.0 KB
|
|
095 Breakout - Step 9.mp4
|
25.6 MB
|
|
096 Breakout - Step 10-subtitle-en.srt
|
11.1 KB
|
|
096 Breakout - Step 10.mp4
|
19.1 MB
|
|
097 Breakout - Step 11-subtitle-en.srt
|
7.2 KB
|
|
097 Breakout - Step 11.mp4
|
11.7 MB
|
|
098 Breakout - Step 12-subtitle-en.srt
|
21.1 KB
|
|
098 Breakout - Step 12.mp4
|
36.1 MB
|
|
099 Breakout - Step 13-subtitle-en.srt
|
12.5 KB
|
|
099 Breakout - Step 13.mp4
|
20.3 MB
|
|
100 Breakout - Step 14-subtitle-en.srt
|
8.0 KB
|
|
100 Breakout - Step 14.mp4
|
12.3 MB
|
|
101 Breakout - Step 15-subtitle-en.srt
|
14.7 KB
|
|
101 Breakout - Step 15.mp4
|
95.1 MB
|
|
/.../19 Annex 1 Artificial Neural Networks/
|
|
102 What is Deep Learning-subtitle-en.srt
|
19.3 KB
|
|
102 What is Deep Learning.mp4
|
29.7 MB
|
|
103 Plan of Attack-subtitle-en.srt
|
4.2 KB
|
|
103 Plan of Attack.mp4
|
4.9 MB
|
|
104 The Neuron-subtitle-en.srt
|
26.5 KB
|
|
104 The Neuron.mp4
|
30.2 MB
|
|
105 The Activation Function-subtitle-en.srt
|
12.8 KB
|
|
105 The Activation Function.mp4
|
15.2 MB
|
|
106 How do Neural Networks work-subtitle-en.srt
|
20.3 KB
|
|
106 How do Neural Networks work.mp4
|
23.7 MB
|
|
107 How do Neural Networks learn-subtitle-en.srt
|
20.1 KB
|
|
107 How do Neural Networks learn.mp4
|
26.7 MB
|
|
108 Gradient Descent-subtitle-en.srt
|
14.9 KB
|
|
108 Gradient Descent.mp4
|
19.0 MB
|
|
109 Stochastic Gradient Descent-subtitle-en.srt
|
12.9 KB
|
|
109 Stochastic Gradient Descent.mp4
|
17.1 MB
|
|
110 Backpropagation-subtitle-en.srt
|
7.5 KB
|
|
110 Backpropagation.mp4
|
11.1 MB
|
|
/.../20 Annex 2 Convolutional Neural Networks/
|
|
111 Plan of Attack-subtitle-en.srt
|
5.6 KB
|
|
111 Plan of Attack.mp4
|
6.1 MB
|
|
112 What are convolutional neural networks-subtitle-en.srt
|
23.4 KB
|
|
112 What are convolutional neural networks.mp4
|
29.6 MB
|
|
113 Step 1 - Convolution Operation-subtitle-en.srt
|
24.7 KB
|
|
113 Step 1 - Convolution Operation.mp4
|
31.4 MB
|
|
114 Step 1(b) - ReLU Layer-subtitle-en.srt
|
9.8 KB
|
|
114 Step 1(b) - ReLU Layer.mp4
|
14.1 MB
|
|
115 Step 2 - Pooling-subtitle-en.srt
|
22.4 KB
|
|
115 Step 2 - Pooling.mp4
|
35.1 MB
|
|
116 Step 3 - Flattening-subtitle-en.srt
|
2.7 KB
|
|
116 Step 3 - Flattening.mp4
|
3.3 MB
|
|
117 Step 4 - Full Connection-subtitle-en.srt
|
30.3 KB
|
|
117 Step 4 - Full Connection.mp4
|
42.1 MB
|
|
118 Summary-subtitle-en.srt
|
6.4 KB
|
|
118 Summary.mp4
|
8.2 MB
|
|
119 Softmax Cross-Entropy-subtitle-en.srt
|
26.8 KB
|
|
119 Softmax Cross-Entropy.mp4
|
34.2 MB
|
|
/.../21 Bonus Lectures/
|
|
120 YOUR SPECIAL BONUS.html
|
3.4 KB
|
|
/.../[Tutsgalaxy.com] - Artificial Intelligence A-Z - Learn How To Build An AI/
|
|
TutsGalaxy.com.txt
|
0.0 KB
|
|
/Artificial Intelligence A-Z Learn How To Build An AI/
|
|
Read Me.txt
|
0.1 KB
|
|
Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt
|
0.1 KB
|
|
TutsGalaxy.com.txt
|
0.0 KB
|
|
/Klaus Schwab - The Fourth Industrial Revolution 2017 RETAiL ePUB eBOOK-DiSTRiBUTiON/
|
|
audiobook-sample.mp3
|
2.4 MB
|
|
free audiobook version.txt
|
0.4 KB
|
|
klaus.schwab.-.the.fourth.industrial.revolution.2017.retail.epub.ebook-distribution.epub
|
4.0 MB
|
|
Total files 457
|
