Stanford CS224R Deep Reinforcement Learning

by Stanford Online · 19 videos

Total watch time

20h 37m

at speed · exactly 20 hours, 36 minutes, 42 seconds at 1×

20h 36m 42s
1.25×16h 29m 22s
1.5×13h 44m 28s
1.75×11h 46m 41s
10h 18m 21s
Average video1h 5m 5s
Longest1h 13m 20s
Shortest49m 49s
Compare Open on YouTube JSON

Plan to finish

About 21 days at an hour a day

Pick a daily pace and the days you'll watch. Ticked videos are skipped.

Days

At one hour a day, every day, this playlist takes about 21 days. Turn on JavaScript to plan around your week.

Videos (19)

20h 37m in total · tick what you've watched

Tick videos you've watched — progress is saved in this browser.

Videos to
Watched
1 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 1: Class Intro 52:59 2025-12-08
2 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 2: Imitation Learning 1:07:05 2025-12-08
3 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 3: Policy Gradients 1:02:38 2025-12-08
4 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 4: Actor-Critic Methods 1:03:30 2025-12-08
5 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 5: Off-Policy Actor Critic 1:09:22 2025-12-08
6 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 6: Q-Learning 1:01:40 2025-12-08
7 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 7: Offline RL 1:07:51 2025-12-08
8 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 8: Reward Learning 1:05:59 2025-12-08
9 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 9: RL for LLMs 1:02:51 2025-12-08
10 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 10: RL for LLM Reasoning 1:10:30 2025-12-08
11 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 11: Model-Based RL 1:13:20 2025-12-08
12 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 12: Multi-Task RL 1:10:30 2025-12-08
13 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 13: Meta RL 1:09:11 2025-12-08
14 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 14: Exploration 1:12:42 2025-12-08
15 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 15: Hierarchical RL and IL 1:09:33 2025-12-08
16 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 16: RL for Robots 1:05:44 2025-12-08
17 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 17: Advancing Robot Intelligence 49:49 2025-12-08
18 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Tutorial Session: Review of Q-Learning 50:39 2025-12-08
19 Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 18: Frontiers 1:10:49 2025-12-08

Embed a badge

Show the watch time in a README or course description — it links back here and updates itself

Watch time: 20h 37m · 19 videos

Markdown
[![Watch time: 20h 37m · 19 videos](https://playlistduration.com/badge/playlist/PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL.svg)](https://playlistduration.com/playlist/PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL)
HTML
<a href="https://playlistduration.com/playlist/PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL"><img src="https://playlistduration.com/badge/playlist/PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL.svg" alt="Watch time: 20h 37m · 19 videos" width="210" height="20"></a>

Add ?speed=1.5 to the image URL for the time at that speed, ?label=Course to change the left text, or ?style=flat-square for square corners.

Want the numbers themselves? GET https://playlistduration.com/api/v1/playlist/PLoROMvodv4rPwxE0ONYRa_itZFdaKCylL returns them as JSON — free, no key. API docs →

Data from the YouTube Data API as of 2026-09-22 (cached). Private or deleted videos are excluded from totals.