Reinforcement-Learning
gdrl
Reinforcement-Learning | gdrl | |
---|---|---|
1 | 1 | |
4,091 | 747 | |
- | - | |
0.0 | 10.0 | |
almost 4 years ago | over 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | BSD 3-clause "New" or "Revised" License |
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.
Reinforcement-Learning
gdrl
-
How to proceed further? (Learning RL)
I would recommend looking at Grokking Deep RL if you are looking for some hands on DRL practice in python without starting completely from scratch. You can find some of the jupyter notebooks here.
What are some alternatives?
pytorch-a2c-ppo-acktr-gail - PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
deep-rl-class - This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
FinRL-Library - Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. NeurIPS 2020 & ICAIF 2021. 🔥 [Moved to: https://github.com/AI4Finance-Foundation/FinRL]
World4AI - World4AI is an educational resource for AI.
DeepRL-TensorFlow2 - 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Andrew-NG-Notes - This is Andrew NG Coursera Handwritten Notes.
Stock-Prediction-Models - Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
baselines - OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
snakeAI - testing MLP, DQN, PPO, SAC, policy-gradient by snake
Practical_RL - A course in reinforcement learning in the wild
TradingGym - Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.