RL-Algorithms
Basic Reinforcement Learning algorithms implemented in python (by ArslanThobani)
deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course. (by huggingface)
| RL-Algorithms | deep-rl-class | |
|---|---|---|
| 1 | 13 | |
| 1 | 3,682 | |
| - | 2.0% | |
| 10.0 | 8.7 | |
| almost 2 years ago | 5 days ago | |
| Python | MDX | |
| - | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
RL-Algorithms
Posts with mentions or reviews of RL-Algorithms.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-22.
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Beginning the journey in RL
This. It is quite doable by referring to the pseudocode from the book. You will only use numpy for implementing them. I remember I followed the same approach some years back. You can refer to my implementation for some algorithms on gridworld environment. RL-Algorithms
deep-rl-class
Posts with mentions or reviews of deep-rl-class.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-22.
- RL for Navigation projects/tutorials
- Hugging Face Deep Reinforcement Learning Class
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Deep Reinforcement Learning Course by Hugging Face 🤗
Is this an extension to this course?
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[P] Learn diffusion models with Hugging Face course 🧨
Absolutely! We currently have a few other courses on transformers + NLP (hf.co/course) and deep RL (https://github.com/huggingface/deep-rl-class). Given the pace of ML research, we'll likely add new courses as new methods become adopted :)
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Is Xgboost the best model out there for time series prediction?
If you are to take this path though, I would recommend HuggingFace RL course, the very first lesson shows how to work with open source RL libraries in Google Colab. Then find some good market simulator on github. Ideally something that allows you to inject some custom data preprocessing.
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Beginning the journey in RL
The huggingface RL course https://github.com/huggingface/deep-rl-class (Go through the chapter and blogs one by one)
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How much math is required for pure-hobby machine learning? (Teaching AIs to play games for me, searching the web, or just messing around)
If you are starting your journey in ML, you should checkout what FastAI (https://www.fast.ai) offers. HuggingFace seems to be promising aswell. They launched a reinforcement learning course recently (https://github.com/huggingface/deep-rl-class) and are building a github for trained DL models
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Show HN: Fast Deep Reinforcement Learning Course
May also be of interest: https://github.com/huggingface/deep-rl-class
- Deep Reinforcement Learning Course from Hugging Face
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Train your first Deep Reinforcement Learning agent to land correctly on the moon 🌕 (Deep Reinforcement Learning Free Class by Hugging Face 🤗)
2️⃣ The hands-on 👉 https://github.com/huggingface/deep-rl-class/blob/main/unit1/unit1.ipynb
What are some alternatives?
When comparing RL-Algorithms and deep-rl-class you can also consider the following projects:
deep-learning-drizzle - Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
gdrl - Grokking Deep Reinforcement Learning
Reinforcement-Learning - Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
trax - Trax — Deep Learning with Clear Code and Speed
Practical_RL - A course in reinforcement learning in the wild