ycchen1989 / Var-QuantumCircuits-DeepRLLinks
Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
☆68Updated 4 years ago
Alternatives and similar repositories for Var-QuantumCircuits-DeepRL
Users that are interested in Var-QuantumCircuits-DeepRL are comparing it to the libraries listed below
Sorting:
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆38Updated 2 years ago
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆42Updated 4 years ago
- quantum convolutional neural network - simulations☆122Updated 6 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆19Updated last year
- The project codes associated with quantum Wasserstein GAN☆53Updated 5 years ago
- Quantum-enhanced transformer neural network☆127Updated 3 years ago
- The power of quantum neural networks☆57Updated 3 years ago
- Model-Free Quantum Control with Reinforcement Learning.☆69Updated 2 years ago
- ☆171Updated 3 years ago
- Example of a Quantum LSTM☆103Updated 4 years ago
- ☆46Updated 4 years ago
- Qubit Routing using Reinforcement Learning☆29Updated 2 years ago
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆55Updated 4 years ago
- Code for implementing and experimenting with quantum algorithms☆74Updated 2 weeks ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆53Updated 5 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆84Updated 2 years ago
- A Python framework for the quantum autoencoder☆27Updated 6 years ago
- Optimize QAOA circuits for graph maxcut using tensorflow☆30Updated 7 years ago
- ☆13Updated 4 years ago
- Exploring QCNNs for Classifying Phases of Matter☆58Updated 11 months ago
- This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.☆45Updated 7 months ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆44Updated last year
- Materials for the tutorial "Combinatorial Optimization on Quantum Computers"☆25Updated 5 years ago
- Tensor-Based Quantum Machine Learning☆121Updated 2 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆21Updated 3 years ago
- A Python framework for the variational quantum classifier☆30Updated 6 years ago
- Official repo for QHack—the quantum machine learning hackathon☆123Updated 4 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆41Updated 5 years ago
- Learning-to-learn for QNNs: learning few-shot optimization of quantum neural networks with classical neural networks☆39Updated 6 years ago