AkshayS21 / Reinforcement-Learning-for-Optimal-Financial-Trading
Implementation of the DDPG algorithm for Optimal Finance Trading
☆41Updated 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
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆55Updated 5 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆34Updated 5 years ago
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 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…☆55Updated 5 years ago
- A DQN agent that optimally hedges an options portfolio.☆23Updated 5 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆50Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆14Updated 5 years ago
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- ☆32Updated 4 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- 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
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- ☆34Updated 4 years ago
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆20Updated 5 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- Trading Stock with Deep Reinforcement Learning☆25Updated 6 years ago
- Using Reinforcement Learning with Deep Deterministic Policy Gradient for Portfolio Optimization☆9Updated 2 years ago
- Automated FOREX trading using recurrent reinforcement learning☆32Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆218Updated last year
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆36Updated 3 years ago
- A deep reinforcement learning model for portfolio management. For more info, check☆14Updated 4 years ago
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆29Updated 5 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal …☆50Updated 5 years ago