AI4Finance-Foundation / Popular-RL-Algorithms
☆24Updated 3 years ago
Alternatives and similar repositories for Popular-RL-Algorithms:
Users that are interested in Popular-RL-Algorithms are comparing it to the libraries listed below
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆80Updated 10 months ago
- ☆74Updated 10 months ago
- This project implements the two deep reinforcement learning algorithms on portfolio management☆50Updated 6 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆93Updated 2 years ago
- Trained an automated stock trading model with companies' fundamental data using FinRL, a Deep Reinforcement Learning library developed by…☆48Updated 3 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆142Updated 2 years ago
- The code used for the free quants@dev Webinar series on Reinforcement Learning in Finance☆94Updated 2 years ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆48Updated last year
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆53Updated 5 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…☆53Updated 5 years ago
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆15Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆107Updated 5 years ago
- Deep Reinforcement Learning For Trading☆106Updated 11 months ago
- FinML: A Practical Machine Learning Framework for Dynamic Stock Selection☆118Updated 10 months ago
- Learn to use reinforcement learning to maximize the profit gained from a trade.☆27Updated 2 years ago
- An open-source framework for reduction of overfitting of DRL agents in Finance☆66Updated last year
- An implementation of the paper "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"☆22Updated 6 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆46Updated 3 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Updated 5 years ago
- ☆49Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆53Updated last year
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆182Updated 2 years ago
- This project is part of my internship at ULiege on Deep RL in stock market trading☆44Updated last year
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆143Updated 5 months ago
- 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