nwihardjo / RL-Trading-AgentLinks
Direct Reinforcement Learning Agent for Portfolio Management Purposes
☆26Updated 6 years ago
Alternatives and similar repositories for RL-Trading-Agent
Users that are interested in RL-Trading-Agent are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning for Automated Trading☆90Updated 8 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆75Updated 6 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
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Updated 2 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 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…☆70Updated 6 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆150Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆224Updated 2 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆105Updated 2 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 5 years ago
- ☆49Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Updated last year
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆88Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 8 years ago
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- ☆27Updated 7 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆45Updated 6 years ago
- A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.☆98Updated 7 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 2 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆58Updated 2 years ago
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Implementation of Reinforcement Learning in Pair Trading☆10Updated 3 months ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated 8 months ago
- A crypto currency live-trading backend for Huobi☆35Updated 7 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago