6-Billionaires / trading-gym
This trading-gym is the first trading for agent to train with episode of short term trading itself.
☆230Updated 2 years ago
Alternatives and similar repositories for trading-gym:
Users that are interested in trading-gym are comparing it to the libraries listed below
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆244Updated 2 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆218Updated last year
- Trading environnement for RL agents, backtesting and training.☆166Updated 2 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆214Updated 3 months ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆209Updated last year
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆174Updated last year
- A simple, yet elegant visualization of our stock trading RL agent environment.☆216Updated 3 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆412Updated 2 years ago
- ☆102Updated 6 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆311Updated 7 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆107Updated 5 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆551Updated 4 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated last week
- OpenAI Gym Environment API based Bitcoin trading environment☆132Updated 2 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 4 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆182Updated 2 years ago
- Applying Reinforcement Learning in Quantitative Trading☆346Updated 11 months ago
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- Environment for reinforcement-learning algorithmic trading models☆706Updated 6 years ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆33Updated 7 months ago
- An environment to high-frequency trading agents under reinforcement learning☆277Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆459Updated 6 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆176Updated 6 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆143Updated 5 months ago
- ☆182Updated 6 years ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 7 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆553Updated 4 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆183Updated 3 years ago