Applied Machine Learning in Python with scikit-learn — scikit-learn tutorial v0.7+ documentation [http://gael-varoquaux.info/scikit-learn-tutorial/] - 2018-11-28 19:31:01 - public:stevetao AI, Artificial-Intelligence, Machine-Learning, Python, Scikit-Learn, Tutorial - 6 | id:226423 -
10 best books on artificial intelligence [https://bigthink.com/Charles-Koch-Foundation/forced-examination-how-the-free-speech-of-others-benefits-us-all] - 2018-11-28 19:25:54 - public:stevetao AI, Artificial-Intelligence, Book - 3 | id:226418 -
LIONbook - intelligent-optimization.org for prescriptive analytics [https://intelligent-optimization.org/LIONbook/] - 2018-11-28 18:11:17 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226417 -
Reinforcement Learning | IntechOpen [https://www.intechopen.com/books/reinforcement_learning] - 2018-11-28 18:10:28 - public:stevetao AI, Artificial-Intelligence, Book, Machine-Learning, Reinforcement-Learning - 5 | id:226416 -
Artificial Intelligence: Foundations of Computational Agents, 2nd Edition [https://artint.info/2e/html/ArtInt2e.html] - 2018-11-28 18:08:09 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226415 -
Artificial Intelligence - Agent Behaviour - Download link [https://www.e-booksdirectory.com/details.php?ebook=4446] - 2018-11-28 17:25:40 - public:stevetao AI, Artificial-Intelligence, Book - 3 | id:226414 -
Computers and Thought [http://www.cs.bham.ac.uk/research/projects/poplog/computers-and-thought/] - 2018-11-28 17:20:01 - public:stevetao AI, Artificial-Intelligence, Book - 3 | id:226413 -
Ambient Intelligence | IntechOpen [https://www.intechopen.com/books/ambient-intelligence] - 2018-11-28 17:16:42 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226412 -
Machine Learning, Neural and Statistical Classification [http://www1.maths.leeds.ac.uk/~charles/statlog/] - 2018-11-28 17:13:12 - public:stevetao AI, Artificial-Intelligence, Book, Free, Machine-Learning - 5 | id:226411 -
Affective Computing | IntechOpen [https://www.intechopen.com/books/affective_computing] - 2018-11-28 17:09:31 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226410 -
Planning Algorithms / Motion Planning [http://planning.cs.uiuc.edu/] - 2018-11-28 17:08:19 - public:stevetao AI, Algorithm, Artificial-Intelligence, Book, Free, Planning - 6 | id:226409 -
Bioinspired Computation in Combinatorial Optimization [http://www.bioinspiredcomputation.com/] - 2018-11-28 17:06:00 - public:stevetao AI, Artificial-Intelligence, Book, Combinatorial, Combinatorics, Mathematical-Programming, Optimization - 7 | id:226408 -
Nils J. Nilsson Home Page [http://ai.stanford.edu/~nilsson/] - 2018-11-28 17:01:22 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226407 -
Common Lisp: A Gentle Introduction to Symbolic Computation [http://www.cs.cmu.edu/~dst/LispBook/] - 2018-11-28 16:59:04 - public:stevetao AI, Artificial-Intelligence, Book, Common-Lisp, Free, Symbolic-Computation - 6 | id:226406 -
Clever Algorithms: Nature-Inspired Programming Recipes | Table of Contents [http://www.cleveralgorithms.com/nature-inspired/index.html] - 2018-11-28 16:57:33 - public:stevetao AI, Algorithm, Artificial-Intelligence, Book, Computational-Intelligence, Metaheuristics - 6 | id:226405 - Clever Algorithms: Nature-Inspired Programming Recipes
Essentials of Metaheuristics [https://cs.gmu.edu/~sean/book/metaheuristics/] - 2018-11-28 16:52:38 - public:stevetao AI, Artificial-Intelligence, Book, Metaheuristics - 4 | id:226404 -
Mark Watson: consultant specializing in artificial intelligence, machine, and natural language processing learningMark Watson: consultant specializing in artificial intelligence, machine, and natural language processing learning [http://markwatson.com/books/] - 2018-11-28 16:49:16 - public:stevetao AI, Artificial-Intelligence, Book, Machine-Learning - 4 | id:226403 -
Simply Logical [http://people.cs.bris.ac.uk/~flach/SL/] - 2018-11-28 16:40:39 - public:stevetao AI, Artificial-Intelligence, Book, Free, Reasoning - 5 | id:226402 -
A Course in Machine Learning [http://ciml.info/] - 2018-11-28 16:37:01 - public:stevetao AI, Artificial-Intelligence, Book, Free, Machine-Learning - 5 | id:226401 -
20 free books to get started with Artificial Intelligence [https://bigdata-madesimple.com/20-free-books-to-get-started-with-artificial-intelligence/] - 2018-11-28 16:35:09 - public:stevetao AI, Artificial-Intelligence, Book, Free - 4 | id:226400 - Are you searching for some best books to get acquainted with the basics of AI? Here is a list of 20 free books on Artificial Intelligence.
Artificial Intelligence: A Modern Approach [http://aima.cs.berkeley.edu/] - 2018-11-27 21:45:19 - public:stevetao AI, Artificial-Intelligence, Book - 3 | id:226396 -
Machine Learning Yearning [http://www.mlyearning.org/] - 2018-11-27 18:26:35 - public:stevetao AI, Artificial-Intelligence, Book, Machine-Learning - 4 | id:226390 -
Deep Learning [http://www.deeplearningbook.org/] - 2018-11-27 18:25:57 - public:stevetao AI, Artificial-Intelligence, Book, Deep-Learning, Free, Machine-Learning - 6 | id:226389 -
Mining of Massive Datasets [http://mmds.org/] - 2018-11-27 18:24:28 - public:stevetao AI, Artificial-Intelligence, Book, Data-Mining - 4 | id:226388 -
The Ancient Art of the Numerati [http://guidetodatamining.com/] - 2018-11-27 18:23:37 - public:stevetao AI, Artificial-Intelligence, Book, Data-Mining - 4 | id:226387 -
Bayesian Methods for Hackers [http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/] - 2018-11-27 18:01:45 - public:stevetao AI, Artificial-Intelligence, Bayesian, Book, Free, Machine-Learning - 6 | id:226384 -
Understanding Machine Learning [http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/] - 2018-11-27 18:00:55 - public:stevetao AI, Artificial-Intelligence, Book, Free, Machine-Learning - 5 | id:226383 -
Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition. [https://web.stanford.edu/~hastie/ElemStatLearn/index.html] - 2018-11-27 18:00:36 - public:stevetao AI, Artificial-Intelligence, Book, Data-Mining, Machine-Learning, Statistical-Learning - 6 | id:226382 -
10 Free Must-Read Books for Machine Learning and Data Science [https://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html] - 2018-11-27 16:54:24 - public:stevetao AI, Artificial-Intelligence, Book, Data-Science, Free, Machine-Learning - 6 | id:226381 -
A (Very) Brief History of Artificial Intelligence | AI Magazine [https://aaai.org/ojs/index.php/aimagazine/article/view/1848] - 2018-11-27 16:39:09 - public:stevetao AI, Artificial-Intelligence, History - 3 | id:226379 -
Lasse Schultebraucks | Homepage and Blog [https://lasseschultebraucks.com/ai/machine%20learning/2017/12/17/a-short-history-of-artificial-intelligence.html] - 2018-11-27 16:38:30 - public:stevetao AI, Artificial-Intelligence, History - 3 | id:226378 -
พัฒนารากฐานการศึกษา สู่การพัฒนากำลังคนตอบโจทย์อนาคต – สมาคมปัญญาประดิษฐ์ประเทศไทย [https://aiat.or.th/edu-develop-hr/?fbclid=IwAR1ylYxyi31wJqb_hY8lRoUctNOB9BCO6zxsmiym6E_8TB-tZDNdk7MN8mE] - 2018-11-26 17:38:21 - public:stevetao AI, Artificial-Intelligence, Education - 3 | id:226372 -
Dissecting Reinforcement Learning-Part.1 [https://mpatacchiola.github.io/blog/2016/12/09/dissecting-reinforcement-learning.html] - 2018-10-18 20:24:04 - public:stevetao AI, Artificial-Intelligence, Machine-Learning, Reinforcement-Learning - 4 | id:186912 -
How to fix reinforcement learning [https://thegradient.pub/how-to-fix-rl/] - 2018-10-18 15:33:51 - public:stevetao AI, Artificial-Intelligence, Flaw, Machine-Learning, Reinforcement-Learning - 5 | id:186829 -
Reinforcement learning’s foundational flaw [https://thegradient.pub/why-rl-is-flawed/] - 2018-10-18 15:13:34 - public:stevetao AI, Artificial-Intelligence, Flaw, Machine-Learning, Reinforcement-Learning - 5 | id:186828 -
Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning [https://towardsdatascience.com/advanced-reinforcement-learning-6d769f529eb3] - 2018-10-16 14:07:43 - public:stevetao A3C, AI, Artificial-Intelligence, DQN, Machine-Learning, Reinforcement-Learning, Survey - 7 | id:186785 -
GitHub - ShangtongZhang/reinforcement-learning-an-introduction: Python Implementation of Reinforcement Learning: An Introduction [https://github.com/ShangtongZhang/reinforcement-learning-an-introduction] - 2018-10-12 00:27:23 - public:stevetao AI, Artificial-Intelligence, Machine-Learning, Python, Reinforcement-Learning - 5 | id:186716 -
Develop Your First Neural Network in Python With Keras Step-By-Step [https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/] - 2018-09-26 18:48:53 - public:stevetao AI, Artificial-Intelligence, Keras, Machine-Learning, Neural-Network, Python - 6 | id:184490 -
Design - Reinforcement Learning Coach Documentation [https://coach.nervanasys.com/design/index.html#network-design] - 2018-09-26 18:48:17 - public:stevetao AI, Artificial-Intelligence, Coach, Machine-Learning, Reinforcement-Learning - 5 | id:184489 -
OpenAI Baselines: ACKTR & A2C [https://blog.openai.com/baselines-acktr-a2c/] - 2018-09-26 18:47:29 - public:stevetao A2C, AI, Artificial-Intelligence, Machine-Learning, Reinforcement-Learning - 5 | id:184488 -
Actor-Critic Methods: A3C and A2C [https://danieltakeshi.github.io/2018/06/28/a2c-a3c/] - 2018-09-26 18:47:02 - public:stevetao A2C, A3C, AI, Artificial-Intelligence, Machine-Learning, Reinforcement-Learning - 6 | id:184487 -
What is Advantage Learning? [http://www.cs.cmu.edu/afs/cs.cmu.edu/project/learn-43/lib/idauction2/.g/web/glossary/advantage.html] - 2018-09-26 17:29:49 - public:stevetao Advantage-Learning, AI, Artificial-Intelligence, Machine-Learning - 4 | id:184486 -
Deep Reinforcement Learning with Online Generalized Advantage Estimation – Tom Breloff [http://www.breloff.com/DeepRL-OnlineGAE/] - 2018-09-26 17:29:23 - public:stevetao AI, Artificial-Intelligence, Deep-Learning, Machine-Learning, Reinforcement-Learning - 5 | id:184485 -
CS 294 Deep Reinforcement Learning, Fall 2017 [http://rail.eecs.berkeley.edu/deeprlcourse-fa17/] - 2018-09-26 13:46:09 - public:stevetao AI, Artificial-Intelligence, Course, Deep-Learning, Machine-Learning, Reinforcement-Learning - 6 | id:184484 -
What is One Hot Encoding? Why And When do you have to use it? [https://hackernoon.com/what-is-one-hot-encoding-why-and-when-do-you-have-to-use-it-e3c6186d008f] - 2018-09-26 03:49:24 - public:stevetao AI, Artificial-Intelligence, Machine-Learning, One-Hot-Encoding - 4 | id:184480 -
Reinforcement Learning w/ Keras+OpenAI: The Basics – Yash Patel – Medium [https://medium.com/@yashpatel_86510/reinforcement-learning-w-keras-openai-698add10b4eb] - 2018-09-26 03:35:28 - public:stevetao AI, Artificial-Intelligence, Keras, Machine-Learning, OpenAI, Reinforcement-Learning - 6 | id:184479 -
Implementing New Environments — rllab 0.0.1 documentation [https://rllab.readthedocs.io/en/latest/user/implement_env.html] - 2018-09-25 20:43:48 - public:stevetao AI, Artificial-Intelligence, CreateEnvironment, Machine-Learning, OpenAI, Rllab - 6 | id:184477 -
How does one create a custom environment utilising OpenAI's universe/gym libraries? - Quora [https://www.quora.com/How-does-one-create-a-custom-environment-utilising-OpenAIs-universe-gym-libraries] - 2018-09-25 20:42:33 - public:stevetao AI, Artificial-Intelligence, CreateEnvironment, Machine-Learning, OpenAI - 5 | id:184476 -
How to make environment · Issue #626 · openai/gym · GitHub [https://github.com/openai/gym/issues/626] - 2018-09-25 20:41:17 - public:stevetao AI, Artificial-Intelligence, CreateEnvironment, Machine-Learning, OpenAI - 5 | id:184475 -
machine learning - Is it possible to create a new gym environment in OpenAI? - Stack Overflow [https://stackoverflow.com/questions/45068568/is-it-possible-to-create-a-new-gym-environment-in-openai] - 2018-09-25 20:40:53 - public:stevetao AI, Artificial-Intelligence, CreateEnvironment, Machine-Learning, OpenAI - 5 | id:184474 -