mohdabdin / crypto-trading-RL-environment
A Crypto-trading reinforcement learning that explores the potential of using RL agents on a trading environment with multiple markets.
☆59Updated 3 years ago
Related projects: ⓘ
- Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions…☆68Updated 2 years ago
- ☆50Updated last year
- A Deep Reinforcement Learning Trading Bot with PyTorch☆53Updated 10 months ago
- Reinforcement Learning package for Finance☆92Updated 5 months ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- FinRL_Crypto: Cryptocurrency trading of FinRL☆78Updated 6 months ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆89Updated last year
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆59Updated 4 years ago
- DQN RL Trading bot for bitcoin☆33Updated last year
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 6 years ago
- OpenAI Gym Environment API based Bitcoin trading environment☆131Updated 2 years ago
- ☆84Updated last year
- Deep Reinforcement Learning For Trading☆104Updated 7 months ago
- Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader☆179Updated last year
- Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning☆51Updated 4 years ago
- Tensortrade project for reinforcement learning in futures market☆51Updated 3 years ago
- A trading bitcoin agent was created with deep reinforcement learning implementations.☆29Updated 2 years ago
- Crypto trading bot using FinRL reinforcement learning model☆22Updated 3 years ago
- 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
- ☆53Updated 3 years ago
- TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets☆30Updated 11 months ago
- Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.☆72Updated 6 months ago
- A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.☆128Updated 3 years ago
- 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐☆173Updated 10 months ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated last year
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- Trading Environment(OpenAI Gym) + PPO(TensorForce)☆236Updated last year
- An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.☆33Updated 3 months ago
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆54Updated 5 years ago
- This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".☆74Updated 3 years ago