jiewwantan / StarTraderLinks
This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
☆108Updated 6 years ago
Alternatives and similar repositories for StarTrader
Users that are interested in StarTrader are comparing it to the libraries listed below
Sorting:
- Implementation of Reinforcement Learning in Pair Trading☆10Updated 3 months ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆88Updated 5 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆217Updated last year
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated 8 months ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆220Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆224Updated 2 years ago
- ☆142Updated 2 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Updated 2 years 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…☆280Updated 4 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆105Updated 2 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆102Updated 6 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆191Updated 2 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Updated 5 years ago
- Pair Trading Strategy using Machine Learning written in Python☆121Updated 3 years ago
- Deep Q-Learning for Market Making☆126Updated 7 years ago
- Reinforcement Learning for Automated Trading☆90Updated 8 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆178Updated 7 years ago
- Tensortrade project for reinforcement learning in futures market☆56Updated 4 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆70Updated 2 years ago
- Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions…☆69Updated 3 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆150Updated last year
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Updated last year
- Using deep actor-critic model to learn best strategies in pair trading☆319Updated 8 years ago