DeepNeuralAI / RL-DeepQLearning-TradingLinks
An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
☆103Updated 2 years ago
Alternatives and similar repositories for RL-DeepQLearning-Trading
Users that are interested in RL-DeepQLearning-Trading are comparing it to the libraries listed below
Sorting:
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆187Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- ☆197Updated 2 months ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆147Updated 10 months ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆250Updated 2 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
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆213Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆221Updated 2 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆219Updated 8 months ago
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆199Updated 3 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆218Updated 3 years ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆89Updated last year
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 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
- 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
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Trading using Deep Q Learning☆37Updated 6 years ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆53Updated 2 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 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☆56Updated 6 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆67Updated 2 years ago
- DQN stock trading pytorch implementation☆41Updated 6 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆231Updated 2 years ago
- An OpenAI gym environment for futures trading☆32Updated 4 years ago