my2582 / Adversarial-RL
A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock market setting. The strategies adjusted weights to different stocks over time to maximize profits.
☆15Updated 5 years ago
Alternatives and similar repositories for Adversarial-RL:
Users that are interested in Adversarial-RL are comparing it to the libraries listed below
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 5 years ago
- A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task☆14Updated 6 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- ☆19Updated 4 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…☆57Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Trading Stock with Deep Reinforcement Learning☆24Updated 6 years ago
- Build DDPG models and test on stock market☆22Updated 6 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
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆42Updated 5 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆16Updated 2 years ago
- A DQN agent that optimally hedges an options portfolio.☆23Updated 5 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 6 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆40Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆55Updated 5 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆23Updated 2 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- Deep q learning on determining buy/sell signal and placing orders☆48Updated 5 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆11Updated 2 years ago