nicknochnack / Reinforcement-Learning-for-Trading
A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.
☆138Updated 4 years ago
Alternatives and similar repositories for Reinforcement-Learning-for-Trading:
Users that are interested in Reinforcement-Learning-for-Trading are comparing it to the libraries listed below
- ☆55Updated 4 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆186Updated 2 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆197Updated 3 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆103Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- ☆96Updated 2 years ago
- ☆195Updated last month
- A simple, yet elegant visualization of our stock trading RL agent environment.☆218Updated 3 years ago
- Source code from the youtube video☆77Updated last year
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆250Updated 3 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆146Updated 9 months ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆248Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆220Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- ☆50Updated 2 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆86Updated last year
- This project uses Deep Reinforcement Learning (DRL) to develop and evaluate stock trading strategies. By implementing agents like PPO, A2…☆72Updated 9 months ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆274Updated 3 years ago
- ☆181Updated 7 years ago
- A full Python pipeline that allows for the scraping, summarization and sentiment calculation for stock and crypto news.☆91Updated 3 years ago
- ☆102Updated 2 years ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆471Updated 5 months ago
- backtesting strategies using pyalgotrade☆52Updated 3 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Reinforcement Learning package for Finance☆117Updated last year
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- FinML: A Practical Machine Learning Framework for Dynamic Stock Selection☆134Updated last year
- This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…☆70Updated 5 years ago
- Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.☆21Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆219Updated 7 months ago