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☆89Updated 8 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 5 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆150Updated last year
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆74Updated 6 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Updated 2 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- Implementation of Monte Carlo Optimization Selection from the paper "A Robust Estimator of the Efficient Frontier"☆57Updated 2 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆148Updated this week
- OpenAI Gym Environment API based Bitcoin trading environment☆133Updated 2 years ago
- CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning☆40Updated 5 years ago
- ☆149Updated 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
- 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
- ☆102Updated 6 years ago
- A crypto currency live-trading backend for Huobi☆35Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 8 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Updated 2 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆177Updated 6 years ago
- A concurrent and possibly highly parallel training environment for Reinforcement Learning Trading Bot☆23Updated 2 years ago
- ☆49Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 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☆34Updated 2 years ago
- Trading environnement for RL agents, backtesting and training.☆166Updated 3 years ago