MrDaubinet / multi-agent-rl-finance
Multi Agent Reinforcement learning for Financial Trading
☆13Updated last year
Alternatives and similar repositories for multi-agent-rl-finance:
Users that are interested in multi-agent-rl-finance are comparing it to the libraries listed below
- Cryptocurrency Trading with Reinforcement Learning based on Backtrader☆36Updated last month
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆58Updated 11 months ago
- Trend Prediction for High Frequency Trading☆39Updated 2 years ago
- An OpenAI gym environment for futures trading☆32Updated 4 years ago
- A financial trading method using machine learning.☆58Updated last year
- This project is part of my internship at ULiege on Deep RL in stock market trading☆44Updated last year
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- Cryptocurrency Valuation: An Explainable AI Approach☆15Updated 2 years ago
- This is a research about using ML or RL predictions for HFT Market Making. Backtest was build on Full order log☆27Updated 3 years ago
- Tensortrade project for reinforcement learning in futures market☆52Updated 4 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆45Updated 3 years ago
- high-frequency grid trading strategy backtesting for binance futures☆24Updated 2 years ago
- Deep q learning on determining buy/sell signal and placing orders☆47Updated 5 years ago
- Collection of indicators that I used in my strategies.☆51Updated last year
- backtrader with DRL ( Deep Reinforcement Learning)☆65Updated last year
- Implementation of algorithmic trading using reinforcement learning.☆26Updated 4 years ago
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆63Updated last year
- Algorithmic Portfolio Hedging. Black-Scholes Pricing for Dynamic Hedges to produce a Dynamic multi-asset Portfolio Hedging with the usage…☆50Updated 3 years ago
- High Frequency Trading (HFT) done using the Alpaca Trade API and Python.☆25Updated 5 years ago
- AS model performance versus trivial delta for market-makers☆18Updated 3 years ago
- XGBoost is known to be fast and achieve good prediction results as compared to the regular gradient boosting libraries. This project atte…☆30Updated 5 years ago
- Automate the detection of chart patterns☆38Updated 7 months ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆54Updated last year
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- btconfig provides a simple way to initialize a strategy using config files with additional features.☆40Updated 7 months ago
- Emergent Trading Strategies with DQN in Stock Market Trading This repository contains the implementation of a Deep Q-Network (DQN), appli…☆11Updated last year
- Deep learning for limit order book trading and mid-price movement☆49Updated 4 years ago
- A low frequency statistical arbitrage strategy☆19Updated 5 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆36Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆32Updated 2 years ago