ycchen1989 / Var-QuantumCircuits-DeepRL
Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
☆59Updated 3 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
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆36Updated last year
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆39Updated 3 years ago
- ☆12Updated 3 years ago
- Model-Free Quantum Control with Reinforcement Learning.☆57Updated last year
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆19Updated 9 months ago
- Code for implementing and experimenting with quantum algorithms☆69Updated last year
- quantum convolutional neural network - simulations☆102Updated 5 years ago
- Implementation of QRL☆29Updated 5 years ago
- The project codes associated with quantum Wasserstein GAN☆51Updated 4 years ago
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆33Updated 9 months ago
- ☆38Updated 3 years ago
- A Python framework for the quantum autoencoder☆25Updated 6 years ago
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆48Updated 2 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆47Updated 4 years ago
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆26Updated last year
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆50Updated 3 years ago
- Quantum error correction code AI-discovery with Jax☆27Updated 2 months ago
- gradient based training of Quantum Circuit Born Machine☆43Updated 5 years ago
- Optimize QAOA circuits for graph maxcut using tensorflow☆30Updated 6 years ago
- ☆20Updated 3 years ago
- Official repo for QHack—the quantum machine learning hackathon☆122Updated 3 years ago
- Supporting material for https://arxiv.org/abs/1907.04769☆10Updated 3 years ago
- Quantum state tomography with conditional generative adversarial networks☆34Updated 2 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆32Updated last year
- Code to benchmark quantum machine learning models☆55Updated 3 weeks ago
- Classical-Quantum hybrid model for credit card fraud detection☆20Updated 3 years ago
- Exploring QCNNs for Classifying Phases of Matter☆49Updated last month
- Anomaly detection on a quantum computer using Qiskit☆24Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆77Updated last year
- Quantum-inspired algorithms for linear algebra applications. The repository contains all source code used to generate results presented i…☆100Updated 4 years ago