GrantStenger / rl-financeLinks
CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning
☆40Updated 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☆88Updated 8 years ago
- My approaches to Financial Forecasting Challenge by G-Research☆43Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- Deep Q-Learning for Market Making☆124Updated 7 years ago
- Reinforcement learning environment for trading☆15Updated 7 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- Robust Market Making via Adversarial Reinforcement Learning☆51Updated 5 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆57Updated last year
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Direct Reinforcement Learning Agent for Portfolio Management Purposes☆26Updated 6 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Market Making / Stat Arb strategy☆61Updated 8 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Updated 6 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
- A deep learning model for Financial Signal Representation and Trading☆74Updated 6 years ago
- Adjusting an implementaion of AlphaZero to trading.☆27Updated 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
- Using Q-learning to better navigate orderbooks.☆22Updated 7 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 4 years ago
- ☆19Updated 4 years ago
- Optimization techniques on the financial area for the hedging, investment starategies, and risk measures☆42Updated 5 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆45Updated 4 years ago
- trading-agent☆36Updated 2 years ago
- source : http://coin.wne.uw.edu.pl/pwojcik/hfd_en.html☆37Updated 6 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 6 years ago
- Using a modified version of Werner Duvaud's MuZero implementation (https://github.com/werner-duvaud/muzero-general) this reinforcement ag…☆17Updated 3 years ago