GrantStenger / rl-financeLinks
CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning
☆39Updated 5 years ago
Alternatives and similar repositories for rl-finance
Users that are interested in rl-finance are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning for Automated Trading☆90Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 7 years ago
- Deep Reinforcement Learning For Trading☆108Updated last year
- Hedging portfolios with reinforcement learning.☆36Updated 8 years ago
- My approaches to Financial Forecasting Challenge by G-Research☆44Updated 7 years ago
- Using Q-learning to better navigate orderbooks.☆23Updated 7 years ago
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- trading-agent☆36Updated 3 years ago
- finance☆43Updated 8 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 5 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Updated 3 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 3 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 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 Python toolkit for high-frequency trade research.☆42Updated 7 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆46Updated 4 years ago
- ☆17Updated 3 years ago
- Cleaned data for use in stock predicting algorithms☆11Updated 8 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆27Updated 5 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆57Updated 2 years ago
- Robust Market Making via Adversarial Reinforcement Learning☆53Updated 5 years ago
- Some implementations from the paper robust risk aware reinforcement learning☆36Updated 3 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Updated 6 years ago
- Reinforcement learning environment for trading☆15Updated 7 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆94Updated 3 years ago