ClementPerroud / Gym-Trading-Env
A simple, easy, customizable Gymnasium environment for trading.
☆318Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for Gym-Trading-Env
- Cloud-native Financial Reinforcement Learning☆366Updated 7 months ago
- A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (App…☆436Updated 7 months ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆240Updated last year
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆182Updated last year
- Tutorials. Please star.☆840Updated 6 months ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆410Updated last year
- This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.☆239Updated 2 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆207Updated 11 months ago
- FinRL-Meta: Dynamic datasets and market environments for FinRL.☆1,284Updated 3 weeks ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆854Updated 2 years ago
- A simple, yet elegant visualization of our stock trading RL agent environment.☆214Updated 3 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆595Updated this week
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆176Updated 2 years ago
- A Deep Reinforcement Learning Framework for Stock Market Trading☆148Updated 3 years ago
- Reinforcement Learning package for Finance☆98Updated 7 months ago
- mbt_gym is a module which provides a suite of gym environments for training reinforcement learning (RL) agents to solve model-based high-…☆153Updated 10 months ago
- Resources☆147Updated 7 months ago
- The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)☆2,146Updated 7 months ago
- ☆180Updated 6 years ago
- ☆71Updated 7 months ago
- ☆103Updated 3 months ago
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆801Updated 3 years ago
- Trying to create Reinforcement Learning powered Bitcoin trading bot☆385Updated 11 months ago
- An open-source framework for reduction of overfitting of DRL agents in Finance☆61Updated last year
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆217Updated last year
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆43Updated last year
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,594Updated 8 months ago
- Market Making via Reinforcement Learning☆313Updated 5 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆309Updated 7 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆141Updated last year