nwihardjo / RL-Trading-AgentLinks
Direct Reinforcement Learning Agent for Portfolio Management Purposes
☆26Updated 6 years ago
Alternatives and similar repositories for RL-Trading-Agent
Users that are interested in RL-Trading-Agent are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆56Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Updated 2 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Deep learning for price movement prediction using high frequency limit order data☆40Updated 6 years ago
- This project aims to select a supervised algorithm that can predict stock prices basing on historical data and use the predictor generate…☆20Updated 6 years ago
- ☆73Updated 3 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
- differential Sharpe ratio☆34Updated 5 years ago
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆58Updated 6 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinfo…☆50Updated 3 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆57Updated last year
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆21Updated 6 years ago
- Stock and Forex market prediction using ML and time-series modelling☆38Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆74Updated 6 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 5 years ago
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆15Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- ☆102Updated 6 years ago
- Unsupervised Learning to Market Behavior Forecasting Example☆42Updated 5 years ago