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2016-07-28T23:24:09Z

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=== Introduction ===
Artificial Intelligence (AI) is the branch of computer engineering that researches the development of autonomous and, eventually, self-aware intelligent systems. The level of intelligence that is being aimed for depends on the application, from being able to defeat human opponents in the game of chess to super-human general reasoning capabilities.
 
 
=== Searching ===
* Uninformed Search
* Heuristic Search
* Adversarial Search
 
=== Dealing With Uncertainty ===
* Bayes' Rule
* Bayesian Networks
* Hidden Markov Models (for discrete-valued variables)
* Kalman Filters (for continuous-valued variables)
 
=== Decision Making ===
* Decision Networks
* Markov Decision Processes (MDP, POMDP)
 
=== [[Machine Learning]] ===
A collection of techniques used for '''shallow''' supervised learning from data with preselected features.
 
 
=== [[Deep Learning]] ===
 

=== Computational Neuroscience ===
Computation neuroscience is a field of research that aims to reverse engineer the human brain and may eventually deliver the technology to create artificial systems with human-like intelligence.
 
 
=== External Resources ===
* '''Book''' [http://aima.cs.berkeley.edu Artificial Intelligence: A Modern Approach, Russel & Norvig, 3rd Edition, 2010]
* '''Book''' [http://deeplearningbook.org Deep Learning, Goodfellow et al, 2016]
* '''Book''' [http://neuralnetworksanddeeplearning.com/index.html Neural Networks and Deep Learning, Nielsen, 2015]
* '''Online Course''' [https://www.udacity.com/course/intro-to-artificial-intelligence--cs271 Introduction To Artificial Intelligence, Norvig & Thrun, Udacity]
* '''Online Course''' [https://www.udacity.com/course/knowledge-based-ai-cognitive-systems--ud409 Knowledge-Based AI Cognitive Systems, Goel & Joyner, Udacity]
* '''Online Course''' [https://www.coursera.org/learn/computational-neurosciencecompneuro Computational Neuroscience, Coursera]
 
[[AI News | News]]

Artificial Intelligence - Revision history

Kai: /* External Resources */