qubit-science-club / quantum_reinforcement_learning
Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.
☆17Updated 2 years ago
Alternatives and similar repositories for quantum_reinforcement_learning:
Users that are interested in quantum_reinforcement_learning are comparing it to the libraries listed below
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆36Updated 2 years ago
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆39Updated 4 years ago
- Implementation of Quantum Graph Recurrent Neural Network (QGRNN)☆18Updated 4 years ago
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆38Updated 11 months ago
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆27Updated last year
- Classical-Quantum hybrid model for credit card fraud detection☆22Updated 3 years ago
- Using qGANs for Quantum Portfolio Optimisation☆22Updated 4 years ago
- Quantum-enhanced transformer neural network☆117Updated 2 years ago
- Quantum Multi-agent Reinforcement Learning (QMARL)☆33Updated 2 years ago
- Reinforcement learning applied to digital quantum simulations☆19Updated 5 years ago
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆52Updated 3 years ago
- Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.☆61Updated 4 years ago
- ☆12Updated 4 years ago
- qgpt-issue-31☆9Updated 5 months ago
- Portfolio Optimization on a Quantum computer.☆13Updated 3 years ago
- The Quantum Counselor for portfolio investment is a tool with two main objectives: forecasting the trend of assets price and optimizing p…☆15Updated 2 years ago
- Implementation of QRL☆29Updated 5 years ago
- Bayesian Qiskit☆10Updated 4 years ago
- Supporting material for https://arxiv.org/abs/1907.04769☆9Updated 3 years ago
- A style-based Quantum Generative Adversarial Network☆12Updated 2 years ago
- A Python framework for the quantum autoencoder☆27Updated 6 years ago
- Reinforcement learning environment for the classical synthesis of quantum programs.☆28Updated 2 years ago
- Example of a Quantum LSTM☆96Updated 3 years ago
- Learn Qiskit with Qiskit Textbook☆25Updated 7 months ago
- quantum convolutional neural network - simulations☆106Updated 5 years ago
- Qubit Routing using Reinforcement Learning☆24Updated 2 years ago
- ORCA's QUBO solver running on a simulated PT-Series☆13Updated 3 years ago
- Code and resources for the Lorenz et al. (2021) QNLP paper☆27Updated last year
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆48Updated 4 years ago
- ☆23Updated 3 years ago