YoVDO

Agent Learns to Do Reinforcement Learning

Offered By: Edan Meyer via YouTube

Tags

Reinforcement Learning Courses Transformers Courses

Course Description

Overview

Explore a groundbreaking DeepMind paper on in-context reinforcement learning through algorithm distillation in this 25-minute video. Dive into the concept of teaching an agent to learn reinforcement learning using behavior cloning over a learning history with a Transformer. Examine the algorithm overview, bandit problems, robustness results, and impressive speedup achievements. Gain insights into the potential future implications of this simple yet powerful idea for the field of artificial intelligence and machine learning.

Syllabus

- Intro
- Why I like this paper
- ClearML
- Algorithm Overview
- Bandits
- Robustness Results
- Speedup Results
- Other Results
- Conclusion


Taught by

Edan Meyer

Related Courses

Linear Circuits
Georgia Institute of Technology via Coursera
مقدمة في هندسة الطاقة والقوى
King Abdulaziz University via Rwaq (رواق)
Magnetic Materials and Devices
Massachusetts Institute of Technology via edX
Linear Circuits 2: AC Analysis
Georgia Institute of Technology via Coursera
Transmisión de energía eléctrica
Tecnológico de Monterrey via edX