golsun / deep-RL-trading
playing idealized trading games with deep reinforcement learning
☆356Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for deep-RL-trading
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆217Updated last year
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆207Updated 11 months ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆240Updated last year
- Using deep actor-critic model to learn best strategies in pair trading☆309Updated 7 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆549Updated 4 years ago
- CSCI 599 deep learning and its applications final project☆152Updated 5 years ago
- Applying Reinforcement Learning in Quantitative Trading☆343Updated 8 months ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆410Updated last year
- An environment to high-frequency trading agents under reinforcement learning☆273Updated 7 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 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
- A simple, yet elegant visualization of our stock trading RL agent environment.☆214Updated 3 years ago
- Environment for reinforcement-learning algorithmic trading models☆704Updated 6 years ago
- Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learni…☆176Updated 2 years ago
- Reinforcement Learning for Portfolio Management☆455Updated 6 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆7Updated last year
- ☆101Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆550Updated 3 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆182Updated last year
- ☆180Updated 6 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆204Updated this week
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆595Updated this week
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- ☆328Updated 5 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…☆262Updated 3 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆142Updated 3 months ago
- Reinforcement Learning for finance☆181Updated 7 years ago
- Deep Q-learning driven stock trader bot☆844Updated 11 months ago
- OpenAI Gym Environment API based Bitcoin trading environment☆132Updated 2 years ago