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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 involving, but not exclusively about, hardware. (Please use the "hardware-evaluation" for questions exclusively about analysis of hardware components.)
40 questions
For questions about the applications/clarifications/intuitions/proofs behind the use of statistical methods in AI/ML programs.
39 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,…
39 questions
Use for objective evaluations and assessments of API, plug-ins, frameworks, etc. (i.e. should not be opinion based for formal answers, but based on structure, architecture, and validated performance.…
39 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…
39 questions
For questions related to policies (as defined in reinforcement learning or other AI sub-fields).
39 questions
For questions about functioning, applications, structure and improvement of performance of hidden layers in a Neural Network.
38 questions
For questions about chess playing engines such as AlphaZero and Leela, and questions about AI methods and theory related to Chess. (Questions purely about chess are off-topic but can be asked on SE:Ch…
37 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…
37 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 …
36 questions
For questions about emotional intelligence, the capacity of agents (e.g. humans or AIs) to recognize emotions of other individuals, discern between different feelings and label them appropriately, use…
35 questions
For questions related to multi-agent systems (MAS), which are systems that involve multiple agents (each of them can have different skills) that cooperate with each other and interact with the environ…
35 questions
For questions about AI in relation to video games in particular. (Currently this tag is also used for combinatorial games, such as board and card games.)
34 questions
For question about methods of evaluating the performance (e.g. the accuracy) of an artificial intelligence algorithm or model.
34 questions
For questions about the use of various programming languages to be used in AI and ML programming.
34 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…
34 questions
Use for questions related to graph coloring and graph coloring games.
34 questions
For questions related to the use of the MATLAB language or framework for AI work or study.
34 questions
For questions about application of regularization techniques.
34 questions
For questions related to the academic aspects of AI, and the academic fields involving AI.
34 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 …
34 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…
34 questions
For questions related to the "experience replay" buffer (as used in the Deep Q Network and similar works).
32 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…
31 questions
For question involving decision trees in any form of AI.
31 questions
For questions related to the concept of super-intelligence (also called ultra-intelligence or hyper-intelligence), which is a hypothetical intelligent agent that possesses intelligence far surpassing …
31 questions
a variant of boolean logic, where the values are real numbers between 0 and 1 (inclusive), rather than only the integer numbers 0 and 1. Use this tag for questions that involve this re…
31 questions
For questions about AI problem solving in terms of approaches, theory, logic, and other aspects where the problem is well defined and the objective is to find a solution to the problem.
31 questions
For question related to the "AI control problem".
30 questions
Use this for question relating to Artificial Consciousness / Synthetic Consciousness. Largely synonymous with "Self Awareness", but restricted to engineered artifacts (AIs)
30 questions
For questions related to the reinforcement learning algorithm called proximal policy optimization (PPO), which was introduced in the paper "Proximal Policy Optimization Algorithms" (2017) by John Schu…
30 questions
For questions related to recommender systems in the context of machine learning and data mining.
30 questions
For questions related to notation (in general).
28 questions
For questions related to the REINFORCE algorithm (or update rule), which is a policy gradient algorithm, that is, an algorithm which estimates the policy directly (that is, without first estimating an…
28 questions
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