Results for "real-time"

20 results

Latency Intermediate

Time from request to response; critical for real-time inference and UX.

Foundations & Theory
Closed-Loop Control Advanced

Control using real-time sensor feedback.

Robotics & Embodied AI
Time Series Intermediate

Sequential data indexed by time.

Time Series
Benchmark Intermediate

A dataset + metric suite for comparing models; can be gamed or misaligned with real-world goals.

Evaluation & Benchmarking
Reward Hacking Advanced

Maximizing reward without fulfilling real goal.

AI Safety & Alignment
Domain Randomization Advanced

Randomizing simulation parameters to improve real-world transfer.

Simulation & Sim-to-Real
Reality Gap Advanced

Differences between simulated and real physics.

Simulation & Sim-to-Real
Hybrid Training Advanced

Combining simulation and real-world data.

Simulation & Sim-to-Real
Concept Drift Intermediate

The relationship between inputs and outputs changes over time, requiring monitoring and model updates.

Foundations & Theory
Autoregressive Model Intermediate

Generates sequences one token at a time, conditioning on past tokens.

Foundations & Theory
Monitoring Intermediate

Observing model inputs/outputs, latency, cost, and quality over time to catch regressions and drift.

MLOps & Infrastructure
Throughput Intermediate

How many requests or tokens can be processed per unit time; affects scalability and cost.

Transformers & LLMs
ARIMA Intermediate

Classical statistical time-series model.

Time Series
State Space Model Intermediate

Models time evolution via hidden states.

Time Series
Trend Component Intermediate

Persistent directional movement over time.

Time Series
Temporal Convolution Intermediate

CNNs applied to time series.

Time Series
Data Drift Intermediate

Shift in feature distribution over time.

MLOps & Infrastructure
Autonomous Agent Advanced

System that independently pursues goals over time.

Agents & Autonomy
System Dynamics Advanced

Equations governing how system states change over time.

Dynamics & Physics
Sim-to-Real Gap Advanced

Performance drop when moving from simulation to reality.

Simulation & Sim-to-Real