ycchen1989 / Var-QuantumCircuits-DeepRL
Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
☆57Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Var-QuantumCircuits-DeepRL
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆35Updated last year
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆38Updated 3 years ago
- Model-Free Quantum Control with Reinforcement Learning.☆54Updated last year
- ☆12Updated 3 years ago
- Implementation of QRL☆28Updated 5 years ago
- The project codes associated with quantum Wasserstein GAN☆50Updated 4 years ago
- Code for implementing and experimenting with quantum algorithms☆66Updated last year
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆30Updated 6 months ago
- ☆35Updated 3 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆45Updated 4 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…☆46Updated 2 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆15Updated 6 months ago
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆46Updated 3 years ago
- Optimize QAOA circuits for graph maxcut using tensorflow☆30Updated 6 years ago
- A Python framework for the quantum autoencoder☆24Updated 5 years ago
- The power of quantum neural networks☆48Updated 2 years ago
- quantum convolutional neural network - simulations☆97Updated 5 years ago
- ☆141Updated 2 years ago
- Quantum state tomography with conditional generative adversarial networks☆33Updated 2 years ago
- ☆56Updated 8 years ago
- Example of a Quantum LSTM☆85Updated 3 years ago
- Jupyter notebooks of the simulations ran as part of a semester project on "Quantum Reinforcement Learning and Projective Simulation" at T…☆30Updated 5 years ago
- ☆22Updated last year
- This repository implements the architecture proposed by Verdon et al. in the paper Learning to learn with quantum neural networks via cla…☆14Updated 3 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- Codes used to perform the experiments described in this work: https://arxiv.org/abs/1904.05803☆11Updated 5 years ago
- ☆18Updated 3 years ago
- Quantum-inspired algorithms for linear algebra applications. The repository contains all source code used to generate results presented i…☆100Updated 4 years ago
- Materials for the tutorial "Combinatorial Optimization on Quantum Computers"☆23Updated 4 years ago
- Quantum-enhanced transformer neural network☆113Updated 2 years ago