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Artificial Intelligence, Colours indicate branches; overlaps possible -…
Artificial Intelligence
Methods
Symbolic AI
(Knowledge-Based Systems)
Expert Systems
Search and Planning
Uncertainty and
approximate reasoning
Probabilistic reasoning
Fuzzy Logic
Knowledge Representation
& Reasoning
Machine
Learning
Model
Depth
Deep
Learning
Shallow
Learning
Modeling
Objective
Generative AI
Discriminative
AI (Traditional)
Learning
Paradigms
Supervised
Learning
Classification
Regression
Time-series
Forecasting
Unsupervised
Learning
Clustering
Anomaly Detection
Dimensionality
Reduction
Association rule
learning
Reinforcement
Learning
Model Based
Model Free
Other paradigms
Multi-Agent
Systems (MAS)
Cognitive
Architectures
Evolutionary
Algorithms
Classical Evolutionary
Algorithms
Neuro-evolution
Hybrid / Memetic
Evolution
Co-evolutionary
Frameworks
Application
Domains
Computer
Vision
Image
Classification
Object
Detection
Image
Segmentation
Pose
Estimation
Robotics and
Embodied AI
Perception
Localization and
Mapping
Planning and
Navigation
Manipulation
and Control
Autonomy and
Decision-Making
Natural Language
Processing (NLP)
Language
Understanding
Machine
Translation
Text Generation and
Language Modeling
Dialogue Systems
and Chatbots
Sentiment
Analysis
Information
Extraction
Automatic Speech
Recognition (ASR)
Colours indicate branches; overlaps possible