AkshayS21 / Reinforcement-Learning-for-Optimal-Financial-TradingLinks
Implementation of the DDPG algorithm for Optimal Finance Trading
☆44Updated 5 years ago
Alternatives and similar repositories for Reinforcement-Learning-for-Optimal-Financial-Trading
Users that are interested in Reinforcement-Learning-for-Optimal-Financial-Trading are comparing it to the libraries listed below
Sorting:
- A deep learning model for Financial Signal Representation and Trading☆74Updated 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
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 5 years ago
- A DQN agent that optimally hedges an options portfolio.☆24Updated 5 years ago
- ☆34Updated 4 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆56Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆54Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- CSCI 599 deep learning and its applications final project☆154Updated 6 years ago
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆29Updated 6 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
- A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task☆14Updated 7 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆91Updated 3 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆21Updated 5 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆42Updated 3 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
- stock trading strategy automatic generated from historical price and volume, using DQN☆25Updated 7 years ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆80Updated 2 years ago