AgentSkillsCN

smooth-interpolation

使用指数衰减而非线性插值来平滑地动画化数值。

SKILL.md
--- frontmatter
name: smooth-interpolation
description: Animate values smoothly using exponential decay instead of linear interpolation.

Smooth Interpolation

Animate values smoothly using exponential decay instead of linear interpolation.

Technique

Use exponential smoothing formulas to interpolate between current and target values. This creates a natural easing effect that's frame-rate independent.

Key Concepts

  • Exponential smoothing: (target - current) * (1 - Math.exp(-speed * dt))
  • Exponential decay: target + (current - target) * Math.exp(-decay * dt)
  • Both formulas produce the same result with different parameters
  • Speed/decay values from 1-25 work well
  • Frame-rate independent due to delta time usage

Usage

tsx
const addSmoothExp = (current: number, target: number, speed: number, dt: number) =>
  (target - current) * (1 - Math.exp(-speed * dt))

const expDecay = (current: number, target: number, decay: number, dt: number) =>
  target + (current - target) * Math.exp(-decay * dt)

useFrame((_, delta) => {
  mesh.position.x += addSmoothExp(mesh.position.x, targetX, 3, delta)
  // or
  mesh.position.x = expDecay(mesh.position.x, targetX, 3, delta)
})

References


This skill is part of verekia's r3f-gamedev.