brthor
brthor
  • 9
  • 126 717
Reinforcement Learning For Classification?
👉Check out www.eteria.ai
Eteria AI is democratizing access to advanced AI models.
Learn whether or not Reinforcement Learning can be used to train a classifier for problems traditionally solved by supervised learning.
Download the Jupyter Notebook: www.brthor.com/yt/?v=td0TjL5tznc
Contents:
0:00 - Intro
0:55 - Experimental Setup
1:31 - Keras Supervised Baseline
2:06 - Gym RL Interface
3:14 - Training DQN
4:36 - Training PPO
5:33 - Conclusions
มุมมอง: 7 523

วีดีโอ

Reinforcement Learning Deep Q-Learning PyTorch Tutorial [Part 4]: Double Q-Learning (DDQN)7:26Reinforcement Learning Deep Q-Learning PyTorch Tutorial [Part 4]: Double Q-Learning (DDQN)
Reinforcement Learning Deep Q-Learning PyTorch Tutorial [Part 4]: Double Q-Learning (DDQN)
มุมมอง 4.9K3 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Learn how to improve our Deep Q-Learning implementation from the previous videos using Double Q-Learning. In this video, I explain the difference between Double Q-Learning (DDQN) and Vanilla Q-Learning, thoroughly explaining the key equation in the paper. Then I demonstrate how to code DDQN in PyTorch, and compare...
Deep Q Network Learns Game Breaking Atari Strategy - DQN Reinforcement Learning Code Tutorial p.33:32Deep Q Network Learns Game Breaking Atari Strategy - DQN Reinforcement Learning Code Tutorial p.3
Deep Q Network Learns Game Breaking Atari Strategy - DQN Reinforcement Learning Code Tutorial p.3
มุมมอง 2.4K3 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Learn how to improve your Deep Q Network AI so it learns a game-breaking strategy. This is part 3 of the DQN Reinforcement Learning coding tutorial series where I show you 4 simple changes I made to the code to improve the score on Breakout by over 10x. The AI actually completely breaks the game, putting it into a...
Sharing the Raspberry Pi's WiFi over the Ethernet Port2:57Sharing the Raspberry Pi's WiFi over the Ethernet Port
Sharing the Raspberry Pi's WiFi over the Ethernet Port
มุมมอง 27K3 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Learn how to share your Raspberry Pi's WiFi connection to your other computers over the Ethernet Port. This is a really useful trick when you get a new computer but do not have any USB WiFi adapters around.
Train Deep Q-Learning on Atari in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.243:16Train Deep Q-Learning on Atari in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.2
Train Deep Q-Learning on Atari in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.2
มุมมอง 13K3 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Download the Starter Code: www.brthor.com/yt/?v=tsy1mgB7hB0 Learn to code Deep Q-Networks in PyTorch and train them to play Atari games better than you can! Deep Q-Learning is a popular reinforcement learning algorithm that we use to train game-playing AI in this video. I go over how to run multiple Atari games in...
Coding Deep Q-Learning in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.134:07Coding Deep Q-Learning in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.1
Coding Deep Q-Learning in PyTorch - Reinforcement Learning DQN Code Tutorial Series p.1
มุมมอง 29K3 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Learn how to code the Deep Q-Learning (DQN) reinforcement learning algorithm released by DeepMind in their 2015 paper, "Human Level Control Through Reinforcement Learning." In this video I explain Q Learning at a conceptual level, go over the artificial intelligence algorithm as presented in the original paper, li...
KiCad (5.1): Create a Footprint9:17KiCad (5.1): Create a Footprint
KiCad (5.1): Create a Footprint
มุมมอง 8K4 ปีที่แล้ว
How to create a footprint in KiCad 5.1. In this video I demonstrate creating a footprint for the TP4056 lithium ion battery charger. I explain how the coordinate system works, walk through how to convert data sheet dimensions to coordinates for the footprint editor, and finally demonstrate using the KiCad footprint editor.
KiCad (5.1): Install on Ubuntu 18.04 & Add DigiKey Libraries7:55KiCad (5.1): Install on Ubuntu 18.04 & Add DigiKey Libraries
KiCad (5.1): Install on Ubuntu 18.04 & Add DigiKey Libraries
มุมมอง 3.6K4 ปีที่แล้ว
How to install KiCad 5.1 on Ubuntu 18.04, setup your first project, and add the DigiKey symbol & footprint libraries. This video is useful for learning how to do a painless install, or how to add external symbol & footprint libraries. Skip to 4:05 if you are only looking for how to add the DigiKey Libraries. The basic steps are as follows: 1. Use the terminal to add the kicad repository and ins...
Learn Minecraft Modding [1]: Setup Minecraft Forge (1.12.2) in IntelliJ IDEA in 5 minutes3:51Learn Minecraft Modding [1]: Setup Minecraft Forge (1.12.2) in IntelliJ IDEA in 5 minutes
Learn Minecraft Modding [1]: Setup Minecraft Forge (1.12.2) in IntelliJ IDEA in 5 minutes
มุมมอง 32K6 ปีที่แล้ว
👉Check out www.eteria.ai Eteria AI is democratizing access to advanced AI models. Learn how to setup an IntelliJ minecraft forge mod project (1.12.2) for the first time on Windows, Mac OSX, or Linux in 5 minutes. Links Download Minecraft Forge MDK: files.minecraftforge.net Download IntelliJ IDEA: www.jetbrains.com/idea/download/#section=mac Whether you are an experienced veteran coder or a newb...