List of artificial intelligence algorithms

This is a list of artificial intelligence algorithms, including algorithms and algorithmic methods used in artificial intelligence (AI) for search, automated reasoning, knowledge representation and reasoning, planning, machine learning, deep learning, natural language processing, computer vision, and related areas.

Search Search algorithms A* search algorithm Beam search Beam stack search Best-first search Breadth-first search Depth-first search General Problem Solver Iterative deepening A* Iterative deepening depth-first search Uniform-cost search

Game-tree search Alpha–beta pruning Expectiminimax Minimax Monte Carlo tree search SSS*

Optimization ALOPEX Bayesian optimization Conjugate gradient method Gradient descent Hill climbing Levenberg–Marquardt algorithm Quadratic unconstrained binary optimization Quasi-Newton method Simulated annealing Stochastic gradient descent

Evolutionary and bio-inspired methods Evolutionary computation Differential evolution Evolutionary multimodal optimization Genetic algorithm Genetic programming

Bio-inspired methods Ant colony optimization algorithms Particle swarm optimization

Reasoning and inference Automated reasoning Backward chaining Forward chaining Rete algorithm

Logic DPLL algorithm Resolution (logic) WalkSAT

Statistical inference Baum–Welch algorithm Belief propagation Expectation–maximization algorithm Forward–backward algorithm Kalman filter Markov chain Monte Carlo (MCMC) Viterbi algorithm

Planning and navigation

Pathfinding A* D* Dijkstra's algorithm Theta*

Motion planning Bug algorithm Dynamic window approach Graphplan Probabilistic roadmap Rapidly-exploring random tree Vector Field Histogram

Machine learning

Ensemble learning AdaBoost Bootstrap aggregating BrownBoost Gradient boosting LogitBoost LPBoost Random forest Randomized weighted majority algorithm Weighted majority algorithm

Classification

Alternating decision tree C4.5 algorithm CN2 algorithm Decision tree learning Dominance-based rough set approach Genetic Algorithm for Rule Set Production ID3 algorithm k-nearest neighbors algorithm Logic learning machine Logistic regression Naive Bayes classifier Relevance vector machine RIPPER Structured kNN Support vector machine Winnow algorithm

Clustering DBSCAN Hierarchical clustering k-means++ k-means clustering k-medoids Linde–Buzo–Gray algorithm Lloyd's algorithm OPTICS

Association learning Apriori algorithm Eclat algorithm FP-growth algorithm

Dimensionality reduction Diffusion map FastICA Kernel principal component analysis Manifold alignment Minimum redundancy feature selection Non-negative matrix factorization Principal component analysis Sparse PCA T-distributed stochastic neighbor embedding

Neural learning Almeida–Pineda recurrent backpropagation Backpropagation GeneRec Generalized Hebbian algorithm Growing self-organizing map Leabra Learning vector quantization Perceptron Quickprop Rprop Self-organizing map Wake-sleep algorithm

Reinforcement learning Actor-critic algorithm Constructing skill trees Error-driven learning Policy gradient method Prefrontal cortex basal ganglia working memory Proximal policy optimization PVLV Q-learning Skill chaining State–action–reward–state–action Temporal difference learning

Deep learning PagedAttention vAttention

Other machine learning Dynamic time warping IDistance Local outlier factor

Natural language processing Byte-pair encoding Cocke–Younger–Kasami algorithm Earley parser Inside-outside algorithm

Computer vision Canny edge detector GrabCut RANSAC Scale-invariant feature transform

Algorithmic game play AlphaGo AlphaGo Zero AlphaZero MuZero TD-Gammon

List of artificial intelligence algorithms

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