Results for "variance control"

20 results

Bias–Variance Tradeoff Intermediate

A conceptual framework describing error as the sum of systematic error (bias) and sensitivity to data (variance).

Foundations & Theory
Closed-Loop Control Advanced

Control using real-time sensor feedback.

Robotics & Embodied AI
Open-Loop Control Advanced

Control without feedback after execution begins.

Robotics & Embodied AI
Optimal Control Intermediate

Finding control policies minimizing cumulative cost.

Foundations & Theory
Robust Control Intermediate

Control that remains stable under model uncertainty.

Foundations & Theory
Variance Term Intermediate

Error due to sensitivity to fluctuations in the training dataset.

AI Economics & Strategy
Variance Advanced

Measure of spread around the mean.

Probability & Statistics
Text-to-Speech Intermediate

Generating speech audio from text, with control over prosody, speaker identity, and style.

Speech & Audio AI
Robotics Advanced

Field combining mechanics, control, perception, and AI to build autonomous machines.

Robotics & Embodied AI
Controller Intermediate

Algorithm computing control actions.

Foundations & Theory
Linear Quadratic Regulator Intermediate

Optimal control for linear systems with quadratic cost.

Foundations & Theory
Policy Search Advanced

Directly optimizing control policies.

Reinforcement Learning
Shared Autonomy Frontier

Control shared between human and agent.

World Models & Cognition
Swarm Dynamics Advanced

Collective behavior without central control.

Dynamics & Physics
Power-Seeking Behavior Advanced

Tendency to gain control/resources.

AI Safety & Alignment
Control Loop Advanced

Continuous loop adjusting actions based on state feedback.

Robotics & Embodied AI
Control Theory Intermediate

Mathematical framework for controlling dynamic systems.

Foundations & Theory
Model Predictive Control Intermediate

Optimizes future actions using a model of dynamics.

Foundations & Theory
Human-in-the-Loop Control Frontier

Humans assist or override autonomous behavior.

World Models & Cognition
Model Release Control Intermediate

Restricting distribution of powerful models.

Governance & Ethics