nithinsethu / Deep-Direct-Reinforcement-Learning-for-Financial-Signal-Representation-and-Trading
A deep learning model for Financial Signal Representation and Trading
☆69Updated 5 years ago
Related projects: ⓘ
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- ☆31Updated 4 years ago
- Reinforcement Learning for Automated Trading☆85Updated 7 years ago
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆28Updated 5 years ago
- Implementations of FX trading with RRL☆65Updated 5 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 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…☆54Updated 5 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆13Updated 5 years ago
- ☆52Updated this week
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆34Updated 5 years ago
- ☆16Updated this week
- Trading Stock with Deep Reinforcement Learning☆26Updated 6 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
- Recurrent Reinforcement Learning (RRL)This is a repository for the implementations of RRL, mainly following Moody's work, other authors w…☆9Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated last year
- Deep Q-Learning for Market Making☆117Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆52Updated 6 years ago
- High Frequency Trading☆105Updated 6 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆52Updated 5 years ago
- Deep Reinforcement Learning For Trading☆104Updated 7 months ago
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- Deep Reinforcement Learning for Stock trading task☆18Updated 3 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆51Updated last year
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆86Updated 4 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…☆69Updated 5 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 5 years ago
- Applying Deep Learning and NLP in Quantitative Trading☆99Updated 5 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆61Updated last year