Reinforcement Learning LLM Libraries - Search Videos

verl: Flexible and Scalable Reinforcement Learning Library for LLM Reasoning and Tool-Calling

verl: Flexible and Scalable Reinforcement Learning Library for LLM Reasoning and Tool-Calling

verl is an flexible and efficient framework for building end-to-end reinforcement learning pipelines for LLMs. It provides a user-friendly hybrid-controller programming model, supporting various algorithms such as PPO/GRPO/DAPO with effortless scaling. Recent trends in reasoning models bring new challenges to RL infrastructure, such as ...

4.8K views6 months ago

Deep Reinforcement Learning

Overview of Deep Reinforcement Learning Methods

Overview of Deep Reinforcement Learning Methods

YouTubeSteve Brunton

89.9K viewsJan 21, 2022

Deep Reinforcement Learning Tutorial for Python in 20 Minutes

Deep Reinforcement Learning Tutorial for Python in 20 Minutes

YouTubeNicholas Renotte

267.4K viewsAug 30, 2020

MIT 6.S091: Introduction to Deep Reinforcement Learning (Deep RL)

MIT 6.S091: Introduction to Deep Reinforcement Learning (Deep RL)

YouTubeLex Fridman

361.5K viewsJan 24, 2019

Top videos

Reinforcement Learning for LLMs in 2025

Reinforcement Learning for LLMs in 2025

YouTubeTrelis Research

13.6K viewsFeb 10, 2025

Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from Scratch

Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from Scratch

6.6K views10 months ago

Reinforcement Learning (RL) for LLMs

Reinforcement Learning (RL) for LLMs

YouTubeNatasha Jaques

12.7K views11 months ago

Reinforcement Learning Tutorial

Reinforcement Learning in 3 Hours | Full Course using Python

Reinforcement Learning in 3 Hours | Full Course using Python

YouTubeNicholas Renotte

521.3K viewsJun 6, 2021

Reinforcement Learning Course - Full Machine Learning Tutorial

Reinforcement Learning Course - Full Machine Learning Tutorial

YouTubefreeCodeCamp.org

1.1M viewsMay 14, 2019

An introduction to Reinforcement Learning

An introduction to Reinforcement Learning

YouTubeArxiv Insights

705.6K viewsApr 2, 2018

Reinforcement Learning for LLMs in 2025

Reinforcement Learning for LLMs in 2025

13.6K viewsFeb 10, 2025

YouTubeTrelis Research

Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from Scratch

Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from Scr…

6.6K views10 months ago

Reinforcement Learning (RL) for LLMs

Reinforcement Learning (RL) for LLMs

12.7K views11 months ago

YouTubeNatasha Jaques

The Art of Scaling Reinforcement Learning Compute for LLMs [PAPER EXPLAINED]

The Art of Scaling Reinforcement Learning Compute for LLMs [PAP…

3.4K views4 months ago

YouTubeSebastian Buzdugan

Microsoft Agent Lightning: Next-Gen LLM Reinforcement Learning Framework Explained

Microsoft Agent Lightning: Next-Gen LLM Reinforcement Learning Fra…

687 views3 months ago

YouTubeAI Learning Hub - Byte-Size AI Learn

MDPs and Reinforcement Learning for LLM Agents

MDPs and Reinforcement Learning for LLM Agents

80 views3 weeks ago

YouTubeBlackBoard AI

Reinforcement Learning with Verifiable Rewards - Teaching LLMs to Solve Problems

Reinforcement Learning with Verifiable Rewards - Teaching LL…

4.2K views3 months ago

YouTubeAdam Lucek

[UCLA RL-LLM] Chapter 3.2: Reinforcement learning with verifi…

3K views7 months ago

YouTubeErnest Ryu

Stanford CS224R Deep Reinforcement Learning | Spring 2…

2.4K views2 months ago

YouTubeStanford Online

🔥 Live Demo: Reinforcement Fine-Tuning for LLMs — Build Smarter …

4.4K views10 months ago

YouTubePredibase by Rubrik

What are RLVR environments for LLMs? | Policy, rollouts & rubrics …

MSNDeep Learning with Yacine

GRPO 2.0? DAPO LLM Reinforcement Learning Explained

6.1K views11 months ago

YouTubeAI Papers Academy

[UCLA RL-LLM] Chapter 0: Course outline and prologue

10.8K views7 months ago

YouTubeErnest Ryu

Reinforcement Learning with Human Feedback (RLHF) | Reinforcement …

1.8K views8 months ago

YouTubeUnfold Data Science

L-11 Reinforcement Learning Basics | Agentic AI Course

3.7K views10 months ago

YouTubeCode With Aarohi

Reinforcement Learning: A (practical) introduction

1.7K views4 weeks ago

YouTubeShaw Talebi

Master Reinforcement Learning With These 3 Projects

12.9K viewsOct 17, 2024

YouTubeAdam Lucek

Fine-tuning LLMs on Human Feedback (RLHF + DPO)

21K views11 months ago

YouTubeShaw Talebi

Training LLM to play chess using Deepseek GRPO reinforcement le…

18.4K views11 months ago

YouTubeEfficient NLP

Find in video from 01:12What is Reinforcement Learning?

Reinforcement Learning from Human Feedback (RLHF) Explained

76.7K viewsAug 7, 2024

YouTubeIBM Technology

Stanford CS234 Reinforcement Learning I Introduction to Reinforc…

122.2K viewsOct 30, 2024

YouTubeStanford Online

Reinforcement Learning from Human Feedback explained with …

58.6K viewsFeb 27, 2024

YouTubeUmar Jamil

Find in video from 00:49Reinforcement Learning Process

Reinforcement Learning Explained with Maze-Solving Robot

4.4K viewsAug 6, 2024

YouTubeOpen Source

LLM Course – Build a Semantic Book Recommender (Python, Ope…

391.2K viewsJan 27, 2025

YouTubefreeCodeCamp.org

Reinforcement Learning in DeepSeek-R1 | Visually Explained

42.4K viewsFeb 1, 2025

YouTubeAGI Lambda

Reinforcement Learning Tutorial - RLVR with NVIDIA & Unsloth

30.7K views2 months ago

YouTubeMatthew Berman

[UCLA RL-LLM] Chapter 3.1: Reinforcement learning from hum…

2K views7 months ago

YouTubeErnest Ryu

Lec 07 | Reinforcement Learning from Human Feedback: Part 01

741 views5 months ago

Reinforcement Learning for Long-Horizon Interactive LLM Agents (F…

249 viewsFeb 11, 2025

YouTubeAI Paper Slop

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