timeolord / Reinforcement-Learning-Stock-TraderLinks
Using a modified version of Werner Duvaud's MuZero implementation (https://github.com/werner-duvaud/muzero-general) this reinforcement agent learns to trade stocks based on Yahoo Finance data.
☆17Updated 4 years ago
Alternatives and similar repositories for Reinforcement-Learning-Stock-Trader
Users that are interested in Reinforcement-Learning-Stock-Trader are comparing it to the libraries listed below
Sorting:
- differential Sharpe ratio☆33Updated 6 years ago
- An OpenAI gym environment for futures trading☆32Updated 4 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆24Updated 2 years ago
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆75Updated last year
- Pytorch implementation of Axial-LOB from 'Axial-LOB: High-Frequency Trading with Axial Attention'☆58Updated 2 years ago
- Tensortrade project for reinforcement learning in futures market☆56Updated 4 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- The Short-Term Predictability of Returns in Order Book Markets: A Deep Learning Perspective.☆53Updated 2 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- Implementation of AFML Book☆21Updated 6 years ago
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆86Updated 4 years ago
- Cryptocurrency Trading with Reinforcement Learning based on Backtrader☆45Updated 9 months ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 2 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆63Updated 2 years ago
- OpenAI Gym Environment for Low-Latency Trading☆18Updated 7 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆45Updated 4 years ago
- Deep learning for price movement prediction using high frequency limit order data☆40Updated 7 years ago
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆68Updated last year
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Updated 5 years ago
- Code base for the meta-labeling papers published with the Journal of Financial Data Science☆90Updated 2 years ago
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆59Updated 5 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Monlan is a collection of Data Science experiments (DRL and other approaches) into FOREX algotrading field. Warning! It's my research pro…☆12Updated 3 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆34Updated 4 years ago
- Deep Reinforcement Learning for Stock trading task☆21Updated 4 years ago
- This is a non-official implementation of the trend labeling method proposed in the paper "A Labeling Method for Financial Time Series Pre…☆49Updated 8 months ago
- Deep learning for limit order book trading and mid-price movement☆55Updated 4 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- A crypto currency live-trading backend for Huobi☆35Updated 7 years ago