Study Procedure
- Find and understand overall sub-fields of the artificial intelligence
References
- Artificial intelligence – Wikipedia, the free encyclopedia
- Introduction to the artificial intelligence
Sub-fields of the Artificial Intelligence
The fields of the AI can be classified by goals, approaches, and tools.
Goals
- Deduction, reasoning, problem solving
- Knowledge representation
- Default reasoning and the qualification problem
- The breadth of commonsense knowledge
- The subsymbolic form of some commonsense knowledge
- Automated planning and scheduling
- Machine learning
- Natural language processing
- Machine perception (computer vision and speech recognition)
- Motion and manipulation (robotics)
Approaches
- Cybernetics and brain simulation
- Symbolic
- Sub-symbolic
- Statistical
- Integrating the approaches
Tools
- Search and optimization
- Logic
- Probabilistic methods for uncertain reasoning
- Classifiers and statistical learning methods
- Neural networks
- Deep neural networks
- Control theory
- Languages