cove9988 / TradingGym
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
☆212Updated last month
Related projects ⓘ
Alternatives and complementary repositories for TradingGym
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆204Updated this week
- Trading environnement for RL agents, backtesting and training.☆165Updated 2 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated last year
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆240Updated last year
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆182Updated last year
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆174Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆104Updated 5 years ago
- 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
- An Structural Application of Reinforcement Learning in Pair Trading☆7Updated last year
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆410Updated last year
- Deep Reinforcement Learning For Trading☆105Updated 9 months ago
- Deep Q-Learning for Market Making☆118Updated 6 years ago
- Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions…☆69Updated 2 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆86Updated 4 years ago
- Reinforcement Learning for Automated Trading☆85Updated 7 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆142Updated 3 months 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
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆97Updated 5 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
- CSCI 599 deep learning and its applications final project☆152Updated 5 years ago
- An environment to high-frequency trading agents under reinforcement learning☆273Updated 7 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆176Updated 6 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆258Updated last year
- Technical Analysis Library Time-Series☆152Updated 2 months ago
- ☆135Updated last year
- OpenAI Gym Environment API based Bitcoin trading environment☆132Updated 2 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆93Updated last year
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- Reinforcement Learning for finance☆181Updated 7 years ago