WJie12 / autotrading_DQNLinks
CS277 Project: Deep Reinforcement Learning in portfolio Management. This repo is the DQN part which implements a trading agent based on the DQN algorithm.
☆13Updated 6 years ago
Alternatives and similar repositories for autotrading_DQN
Users that are interested in autotrading_DQN are comparing it to the libraries listed below
Sorting:
- dhruvbhatia563 / Technocolabs-Internship-Majpr-Project-Bitcoin-API-Price-Prediction-Based-on-Twitter-SentimentsProject shows that real-time Twitter data can be used to predict market movement of Bitcoin Price. The goal of this project is to prove w…☆13Updated 4 years ago
- A Reinforcement Learning based Stock Trader with multiple backends☆31Updated 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…☆58Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Updated 2 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆185Updated 4 years ago
- ☆204Updated last week
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Updated 3 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated 11 months ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆98Updated last year
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆154Updated last week
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆194Updated 3 years ago
- A DQN agent that optimally hedges an options portfolio.☆25Updated 5 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆210Updated 4 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Updated last year
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆285Updated 4 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆255Updated 3 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆219Updated 2 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 7 years ago
- this project is developing to crawl stock A finance and trade data from website, process finance and trade data to get factors, and then …☆17Updated 3 years ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆89Updated 3 years ago
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 years ago
- Deep Reinforcement Learning For Trading☆108Updated last year
- This project implements the two deep reinforcement learning algorithms on portfolio management☆55Updated 7 years ago
- DQN RL Trading bot for bitcoin☆35Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆109Updated 6 years ago
- CSCI 599 deep learning and its applications final project☆155Updated 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…☆71Updated 6 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Updated 6 months ago
- Reinforcement Learning for Automated Trading☆90Updated 9 years ago