Tags

A tag is a keyword or label that categorizes your question with other, similar questions. Using the right tags makes it easier for others to find and answer your question.

For questions related to the concept of overfitting in machine learning, which can be loosely defined as the gap between the performance on the training set and the performance on the test set.
64 questions
For questions about the concept of attention in artificial intelligence and machine learning. Attention-like mechanisms were successfully used in natural language processing and computer vision tasks,…
For questions related to the neuroevolution technique called NeuroEvolution of Augmenting Topologies (NEAT), introduced in the paper "Evolving Neural Networks through Augmenting Topologies" (2002) by …
63 questions
For questions related to the Monte Carlo methods in reinforcement learning and other AI sub-fields. ("Monte Carlo" refers to random sampling of the search space.)
62 questions
For questions related to computational learning theory (or, in short, learning theory), which is a research subfield of artificial intelligence devoted to studying the design and mathematical analysis…
59 questions
For questions related to the concept of value (or performance, or quality, or utility) function (as defined in reinforcement learning and other AI sub-fields). An example of this type of functions is …
57 questions
For questions related to word embeddings, which are vector representations of words.
For questions related to the convergence of AI algorithms.
56 questions
For questions related to the architecture of AI models, e.g. the architecture of neural networks.
55 questions
For questions related to the theory or application of linear regression.
55 questions
Use for questions related to the social impacts of AI.
55 questions
Use for questions involving minimax and variants such as maximin. Applies both to algorithms and the minimax theorem.
55 questions
For questions related to the concept of function approximation. For example, questions that involve the use of a neural network (which is a function approximator) in the context of RL in order to appr…
53 questions
For questions related to policies (as defined in reinforcement learning or other AI sub-fields).
53 questions
For question about Multi Layer Perceptron model/architecture, its training and other related details and parameters associated with the model.
53 questions
For questions related to BERT (which stands for Bidirectional Encoder Representations from Transformers), a language representation model introduced in the paper "BERT: Pre-training of Deep Bidirectio…
For questions related to the concept of environment in reinforcement learning and other AI sub-fields.
52 questions
For questions regarding the use of the mathematical theory of games (Von Neumann, Morgenstern, Nash etc) in AI. For questions about the use of AI in game design and gaming, use [gaming].
52 questions
automate vehicles, including the autonomous vehicles capabilities of automated piloting and air traffic control for aircraft and orbital and interplanetary vehicles, a…
52 questions
Asking for datasets, libraries/APIs or pre-trained models is OFF-topic here, so do NOT use this tag for that. Use this tag when you are interested in any other "resource" (in the context of artificial…
52 questions
For questions related to the convolution operation in mathematics, convolutional neural networks, image processing and computer vision.
51 questions
For questions related to transfer learning, a machine learning method that focuses on storing knowledge gained while solving one problem in order to apply this knowledge to a different but related pro…
51 questions
For question involving probability as related to AI methods. (This tag is for general usage. Feel free to utilize in conjunction with the "math" and more specific probability tags.)
50 questions
For questions related to DeepMind's AlphaZero, which is a computer program that can play Go, Chess, and Shogi. AlphaZero achieved, within 24 hours of training, a superhuman level of play in these thre…
49 questions
For questions about different learning algorithms used by a Machine Learning program to achieve its end goal.
48 questions
For questions related to neuroevolution (or neuro-evolution) techniques, such as NEAT, that are used to evolve (or train) artificial neural networks (that is, they are used evolve their parameters or …
48 questions
For questions related to off-policy reinforcement learning algorithms, which estimate a policy (the target policy) while using another policy (the behavior policy), during the learning process, which …
48 questions
For questions related to the temporal-difference reinforcement learning (RL) algorithms, which is a class of model-free (that is, they do not use the transition and reward function of the MDP) RL algo…
48 questions
For questions related to variational auto-encoders (VAEs). The first VAE was proposed in "Auto-Encoding Variational Bayes" (2013) by Diederik P. Kingma and Max Welling. There are several other VAEs, f…
48 questions
For questions about OpenAI's gym library, which provides a set of APIs to access different types of environments to train reinforcement learning agents.
47 questions
For questions related to the reinforcement learning algorithm called Deep Deterministic Policy Gradient (DDPG).
47 questions
Use on questions about getting started in AI. Ideal for those new to the field who want to begin researching and developing applications.
47 questions
For questions related to the hyper-parameters of AI models and algorithms, which are parameters that are set before the learning process begins. For example, the number of hidden layers in a feed-forw…
47 questions
For questions about what constitutes an artificial neuron and how artificial neurons can be utilized as part of a neural network.
46 questions
For asking about an aspect of the history of AI.
45 questions
For questions related to AI theory that relies on the knowledge of a distribution of probabilities across one or more dimensions affecting probability. Such a distribution may be in discrete buckets, …
45 questions
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