Skill Topic · Cinematic

🔮 Topic 26: Prediction and Forecasting

Course: Autonomous Systems — Section 3: Planning & Decision Making Topic: 26 of 70 | Prev:…

Overview

🔮 Topic 26: Prediction and Forecasting — Quick Facts

📌

Prev: [25-Reinforcement-Learning.md](25-Reinforcement-Learning.md): Next: 27-PID-Control.md

Topic 1

🎯 Overview

💡

Prediction = surrounding agents…

🔑

Critical for safe planning — agar…

⚡

Types: Physics-based,…

🎯

Prediction horizon: typically 3-5…

Topic 2

📊 Prediction Pipeline

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Motion Prediction…

Topic 3

🐍 Complete Python Implementation

🎯 `python import math import random from dataclasses import dataclass, field @dataclass…

Topic 4

📊 Prediction Model Comparison

Topic 5

❓ Quiz — 5 MCQs

💡

A) Speed error

🔑

B) Predicted aur actual trajectory…

⚡

C) Time delay

🎯

D) Angle error

Topic 6

🔗 Navigation

✨ ⬅️ Previous: 25-Reinforcement-Learning.md | ➡️ Next: 27-PID-Control.md

Comparison

📊 Prediction Model Comparison

⚖️

Const. Velocity: No ❌

⚖️

CTRV: No ❌

⚖️

Social Force: No ❌

Quick Quiz

Quiz — Question 1

🔮 Topic 26: Prediction and Forecasting ka sabse sahi definition kya hai?

Complete! 🎉

🔮 Topic 26: Prediction and Forecasting Complete!

Aliens School · HIEN · Cinematic Knowledge

✅