gdrl
Reinforcement-Learning
gdrl | Reinforcement-Learning | |
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1 | 1 | |
747 | 4,091 | |
- | - | |
10.0 | 0.0 | |
about 2 years ago | almost 4 years ago | |
Jupyter Notebook | Jupyter Notebook | |
BSD 3-clause "New" or "Revised" License | MIT License |
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gdrl
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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.
Reinforcement-Learning
What are some alternatives?
deep-rl-class - This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
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).
World4AI - World4AI is an educational resource for AI.
FinRL-Library - Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. NeurIPS 2020 & ICAIF 2021. 🔥 [Moved to: https://github.com/AI4Finance-Foundation/FinRL]
Andrew-NG-Notes - This is Andrew NG Coursera Handwritten Notes.
DeepRL-TensorFlow2 - 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
baselines - OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Stock-Prediction-Models - Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Practical_RL - A course in reinforcement learning in the wild
snakeAI - testing MLP, DQN, PPO, SAC, policy-gradient by snake
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
TradingGym - Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.