jjakimoto / DQN
Reinforcement Learning for finance
☆182Updated 7 years ago
Alternatives and similar repositories for DQN:
Users that are interested in DQN are comparing it to the libraries listed below
- Using deep actor-critic model to learn best strategies in pair trading☆311Updated 7 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆248Updated 2 years ago
- CSCI 599 deep learning and its applications final project☆151Updated 5 years ago
- Implementations of FX trading with RRL☆64Updated 6 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
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆209Updated last year
- A simple, yet elegant visualization of our stock trading RL agent environment.☆217Updated 3 years ago
- An environment to high-frequency trading agents under reinforcement learning☆278Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆346Updated last year
- ☆102Updated 6 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆558Updated 4 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".☆99Updated 5 years ago
- playing idealized trading games with deep reinforcement learning☆358Updated 3 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆215Updated 4 months ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆552Updated 4 years ago
- Environment for reinforcement-learning algorithmic trading models☆708Updated 6 years ago
- ☆49Updated 5 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 7 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- Reinforcement Learning for Portfolio Management☆462Updated 6 years ago
- ☆93Updated 7 years ago
- This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…☆70Updated 5 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆208Updated 2 weeks ago