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Does anyone have experience with Reinforcement Learning (RL)?
2 projects | reddit.com/r/algotrading | 12 May 2022
You can have a look at this repo,may help you to start your journey: https://github.com/AI4Finance-Foundation/FinRL
reinforcement learning in finance and trading
2 projects | reddit.com/r/reinforcementlearning | 8 May 2022
[R] Reinforcement learning in Finance project
2 projects | reddit.com/r/reinforcementlearning | 31 Mar 2022
All tutorial notebooks: https://github.com/AI4Finance-Foundation/FinRL/tree/master/tutorials2 projects | reddit.com/r/reinforcementlearning | 31 Mar 2022
You can view the result section of this tutorial https://github.com/AI4Finance-Foundation/FinRL/blob/master/FinRL_StockTrading_NeurIPS_2018.ipynb. Here we compared our RL model with S&P500. You can also try it on your own to see the results
Hacker News top posts: Mar 27, 2022
4 projects | reddit.com/r/hackerdigest | 27 Mar 2022
FinRL: The first open-source project for financial reinforcement learning\ (4 comments)
Looking for reinforcement learning resource in finance
3 projects | reddit.com/r/reinforcementlearning | 5 Feb 2021
I started with this one, friendly to beginners.
What are some alternatives?
tensortrade - An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
FinRL-Library - Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. NeurIPS 2020 & ICAIF 2021. 🔥 [Moved to: https://github.com/AI4Finance-Foundation/FinRL]
FinRL-Meta - FinRL-Meta: Data-Driven Metaverse for Financial Reinforcement Learning. 🔥
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 - Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star. [Moved to: https://github.com/AI4Finance-Foundation/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020]
gym-anytrading - The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
FinRL - Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. NeurIPS 2020 & ICAIF 2021. 🔥 [Moved to: https://github.com/AI4Finance-Foundation/FinRL]
FinanceOps - Research in investment finance with Python Notebooks
rl_lib - Series of deep reinforcement learning algorithms 🤖
FinRL - FinRL: Financial Reinforcement Learning. 🔥
pyfolio - Portfolio and risk analytics in Python