miroblog / tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
☆247Updated 2 years ago
Alternatives and similar repositories for tf_deep_rl_trader:
Users that are interested in tf_deep_rl_trader are comparing it to the libraries listed below
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆220Updated last year
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆417Updated 2 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
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆217Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆216Updated 6 months ago
- Using deep actor-critic model to learn best strategies in pair trading☆315Updated 7 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated last month
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- Applying Reinforcement Learning in Quantitative Trading☆348Updated last year
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆185Updated 2 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- playing idealized trading games with deep reinforcement learning☆360Updated 3 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆271Updated 3 years ago
- OpenAI Gym Environment API based Bitcoin trading environment☆132Updated 2 years ago
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆249Updated 3 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 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆175Updated last year
- CSCI 599 deep learning and its applications final project☆152Updated 6 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆195Updated 3 years ago
- ☆181Updated 6 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆100Updated 2 years ago
- Reinforcement Learning for Portfolio Management☆466Updated 6 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆560Updated this week
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- ☆102Updated 6 years ago
- Environment for reinforcement-learning algorithmic trading models☆712Updated 7 years ago
- An environment to high-frequency trading agents under reinforcement learning☆278Updated 7 years ago
- Reinforcement Learning for finance☆184Updated 7 years ago
- Reinforcement Learning for Automated Trading☆89Updated 8 years ago