lok419 / Reinforcement_learning_on_portfolio_selection
A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task
☆14Updated 6 years ago
Alternatives and similar repositories for Reinforcement_learning_on_portfolio_selection
Users that are interested in Reinforcement_learning_on_portfolio_selection are comparing it to the libraries listed below
Sorting:
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆23Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 5 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆56Updated 5 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 6 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆15Updated 2 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
- A DQN agent that optimally hedges an options portfolio.☆24Updated 5 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- 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
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆63Updated 2 years ago
- quantitative trading system based on deep learning and reinforcement learning☆54Updated 6 years ago
- Trading Stock with Deep Reinforcement Learning☆24Updated 6 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Updated 6 years ago