miroblog / tf_deep_rl_traderView external linksLinks
Trading Environment(OpenAI Gym) + PPO(TensorForce)
☆254Dec 8, 2022Updated 3 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
Sorting:
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆422Dec 8, 2022Updated 3 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆233Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 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…☆285Aug 31, 2021Updated 4 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆688Nov 6, 2024Updated last year
- Deep Reinforcement Learning For Trading☆108Feb 1, 2024Updated 2 years ago
- Environment for reinforcement-learning algorithmic trading models☆713Feb 26, 2018Updated 7 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆567Jan 2, 2021Updated 5 years ago
- trading-agent☆37Dec 8, 2022Updated 3 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆221Sep 23, 2024Updated last year
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆110Sep 12, 2019Updated 6 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆218Nov 18, 2023Updated 2 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆195Dec 8, 2022Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆791Jun 7, 2018Updated 7 years ago
- Deep Q-learning driven stock trader bot☆902Nov 26, 2023Updated 2 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,838Feb 11, 2024Updated 2 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Dec 8, 2022Updated 3 years ago
- ☆143Dec 8, 2022Updated 3 years ago
- Implementation of Reinforcement Learning in Pair Trading☆11Jul 4, 2025Updated 7 months ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆176Nov 9, 2023Updated 2 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Feb 1, 2025Updated last year
- Using deep actor-critic model to learn best strategies in pair trading☆321May 18, 2017Updated 8 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆153Feb 5, 2026Updated last week
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆946Jan 12, 2022Updated 4 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,843Jan 22, 2022Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆353Feb 14, 2024Updated 2 years ago
- Trading with recurrent actor-critic reinforcement learning☆437Jan 24, 2023Updated 3 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆152Jul 25, 2024Updated last year
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,029Aug 28, 2021Updated 4 years ago
- An environment to high-frequency trading agents under reinforcement learning☆288Aug 29, 2017Updated 8 years ago
- A Trading environment base on Gym☆83Jun 25, 2019Updated 6 years ago
- Building a population of models that trade crypto and mutate iteratively☆163Mar 9, 2021Updated 4 years ago
- Simple version of auto forex trader build upon the concept of DQN☆211Nov 22, 2022Updated 3 years ago
- Trading environnement for RL agents, backtesting and training.☆166Jun 21, 2022Updated 3 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆179Jan 9, 2026Updated last month
- A simple, yet elegant visualization of our stock trading RL agent environment.☆224Oct 11, 2021Updated 4 years ago
- A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.☆43Jun 8, 2018Updated 7 years ago
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆5,905Updated this week