EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
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Entity records
3385 records · 60/85
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Open Source Ecosystem
A collection of technologies and tools formed by publicly available source code and community collaboration
Website pending - 2362
Inverse Dynamics
Computing required forces or torques based on desired motion states
Website pending - 2363
Inverse Dynamics Model
A physical model calculating required forces or torques from desired motion states
Website pending - 2364
Self-organizing system
A system that generates order from internal interactions without external instruction
Website pending - 2365
Representation Learning
Automatically extracting features from raw data to simplify ML tasks
Website pending - 2366
Semi-supervised Learning
Training using a small amount of labeled data and a large amount of unlabeled data
Website pending - 2367
Knowledge Transfer
The process of applying information learned by one model or domain to another
Website pending - 2368
Density Estimation
Statistical method for inferring probability distribution functions of data points
Website pending - 2369
Discrete Latent Variables
Low-dimensional vectors or symbol sequences representing non-continuous features in data
Website pending - 2370
VAE
A generative model that learns data distributions via encoder-decoder networks
Website pending - 2371
RNN
A neural network architecture with internal memory states capable of processing sequential data.
Website pending - 2372
IRL
A method to infer reward or cost functions from expert demonstration data.
Website pending - 2373
Decoder Architecture
Network structure responsible for generating output sequences based on context in seq-to-seq tasks
Website pending - 2374
Decoder
Neural network component mapping encoded features to output sequences
Website pending - 2375
Generative Model
Machine learning model that learns data distribution to generate new samples
Website pending - 2376
Large-scale Experiments
High-compute training tasks involving massive datasets and complex models.
Website pending - 2377
Cloud Computing
On-demand delivery of computing resources and services via the internet.
Website pending - 2378
General Intelligence
Broad cognitive ability enabling cross-domain learning and adaptation
Website pending - 2379
General Agent
An autonomous AI system capable of performing a wide range of tasks across diverse environments.
Website pending - 2380
Autoregressive Generative Model
A generative neural network architecture that predicts data points (e.g., pixels) sequentially.
Website pending - 2381
Discretized Logistic Mixture Likelihood
A method that discretizes continuous probability density functions to accurately evaluate pixel-level generative models.
Website pending - 2382
Likelihood Function
A statistical function measuring the probability of observed data given specific parameters.
Website pending - 2383
Neural Network Policy
Decision function based on NNs, common in RL
Website pending - 2384
Model Robustness
The ability of a model to maintain performance under noise or attacks
Website pending - 2385
Grounded Language
Language forms where symbol meanings are directly anchored to physical environments or sensory data.
Website pending - 2386
Symbol Grounding Problem
How to connect abstract symbols with real-world perceptual experiences.
Website pending - 2387
Compositionality
The meaning of complex expressions is determined by their parts and how they are combined.
Website pending - 2388
Action Recognition
Technology that automatically identifies and classifies human actions from video data
Website pending - 2389
Temporal Segment Model
An architecture that divides videos into segments and encodes them independently to capture long-range dependencies
Website pending - 2390
Reproducible Research
Research method providing full code and data to ensure others can verify results
Website pending - 2391
Language Emergence
The phenomenon where agents spontaneously form communication symbols or rules.
Website pending - 2392
Interactive Visualization
Technology allowing users to dynamically explore data and model internals via interface operations
Website pending - 2393
Sentiment Analysis
The process of identifying and extracting subjective information such as opinions, sentiments, and emotions from text.
Website pending - 2394
Stochastic Neural Network
A network structure introducing randomness to enhance exploration or robustness
Website pending - 2395
OpenAI Gym
A toolkit for developing and comparing reinforcement learning algorithms.
Website pending - 2396
Soft Q-Learning
Maximum entropy RL variant with entropy regularization
Website pending - 2397
DQN
A reinforcement learning algorithm combining deep neural networks with Q-learning.
Website pending - 2398
Upper Confidence Bound
A decision strategy based on the upper bound of confidence intervals to balance exploration and exploitation
Website pending - 2399
Q-Ensemble
Training multiple independent Q-value networks to estimate the distribution and uncertainty of the value function
Website pending - 2400
UCB
An exploration strategy based on optimism bias that prioritizes actions with the highest potential payoff
Website pending