xingyu-fu / Robust-Log-Optimal-Strategy-with-Reinforcement-Learning
☆52Updated this week
Related projects: ⓘ
- Reinforcement Learning for Automated Trading☆85Updated 7 years ago
- A deep learning model for Financial Signal Representation and Trading☆69Updated 5 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆52Updated 6 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆21Updated 6 years ago
- Implementations of FX trading with RRL☆65Updated 5 years ago
- Deep Q-Learning for Market Making☆117Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆34Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆33Updated 7 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆13Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 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…☆54Updated 5 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆89Updated 2 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆86Updated 4 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆55Updated last year
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆52Updated 5 years ago
- Applying Deep Learning and NLP in Quantitative Trading☆99Updated 5 years ago
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆91Updated 2 years ago
- Stock price trend analysis using Fourier transform☆43Updated 5 years ago
- ☆16Updated this week
- ☆24Updated 5 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 6 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆104Updated 5 years ago
- CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning☆40Updated 4 years ago
- ☆31Updated 4 years ago
- Deep Reinforcement Learning For Trading☆104Updated 7 months ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 5 years ago
- Deep q learning on determining buy/sell signal and placing orders☆46Updated 5 years ago