---
id: 5e8f2f13c4cdbe86b5c72da3
title: Reinforcement Learning With Q-Learning
challengeType: 11
videoId: Cf7DSU0gVb4
bilibiliIds:
  aid: 463025802
  bvid: BV1iL411x7L6
  cid: 409138811
dashedName: reinforcement-learning-with-q-learning
---

# --description--

The next few video lessons will reference [this Colab notebook](https://colab.research.google.com/drive/1IlrlS3bB8t1Gd5Pogol4MIwUxlAjhWOQ#forceEdit=true&sandboxMode=true).

# --question--

## --text--

The key components of reinforcement learning are...

## --answers--

environment, representative, state, reaction, and reward.

---

environment, agent, state, action, and reward.

---

habitat, agent, state, action, and punishment.

## --video-solution--

2