hijkzzz / reinforcement-learning-trading-robotLinks
Trading Robot based on LSTM-PPO
☆27Updated 5 years ago
Alternatives and similar repositories for reinforcement-learning-trading-robot
Users that are interested in reinforcement-learning-trading-robot are comparing it to the libraries listed below
Sorting:
- Hierarchical Attention in Reinforcement Learning for Stock Order Executions☆30Updated 4 years ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆147Updated 2 years ago
- Build DDPG models and test on stock market☆22Updated 6 years 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…☆58Updated 6 years ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Updated 3 years ago
- PyTorch implementation of QR-DQN: Distributional Reinforcement Learning with Quantile Regression☆28Updated 4 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- ☆15Updated 4 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Experiments with transformer based RL algorithms☆22Updated 5 years ago
- Fuzzy Deep Reinforcement Learning for autoscaling on clouds☆9Updated 4 years ago
- Using Reinforcement Learning with Deep Deterministic Policy Gradient for Portfolio Optimization☆9Updated 2 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
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆17Updated 2 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- Deep Reinforcement Learning for Nash Equilibria☆42Updated 2 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆58Updated 6 years ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆53Updated 2 years ago
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Updated 2 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 6 years ago
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆21Updated 5 years ago
- Official implementation for "Towards Safe Reinforcement Learning via Constraining Conditional Value at Risk" (IJCAI 2022)☆19Updated 9 months ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆22Updated 2 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆30Updated 4 years ago
- Experiments with reinforcement learning and recurrent neural networks☆114Updated last year
- A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task☆14Updated 7 years ago
- ☆32Updated 4 years ago
- differential Sharpe ratio☆34Updated 6 years ago
- Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some e…☆52Updated 4 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago