LauraGentini / QRL
GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project
☆30Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for QRL
- 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)☆38Updated 3 years ago
- Implementation of QRL☆28Updated 5 years ago
- Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.☆57Updated 3 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆16Updated 2 years ago
- ☆12Updated 3 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆18Updated 2 years ago
- Repository for development of end-to-end quantum enhanced Markov Chain Monte Carlo implementation☆15Updated last month
- ☆56Updated 8 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
- Model-Free Quantum Control with Reinforcement Learning.☆54Updated last year
- Example of a Quantum LSTM☆85Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆66Updated last year
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆15Updated 6 months 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
- Using qGANs for Quantum Portfolio Optimisation☆22Updated 3 years ago
- Quantum-enhanced transformer neural network☆113Updated 2 years ago
- Learn Quantum Machine Learning☆58Updated 2 months ago
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆24Updated 9 months ago
- Codes used to perform the experiments described in this work: https://arxiv.org/abs/1904.05803☆11Updated 5 years ago
- The power of quantum neural networks☆48Updated 2 years ago
- ☆136Updated 3 years ago
- QDataSet: Quantum Datasets for Machine Learning☆98Updated 3 years ago
- ☆35Updated 3 years ago
- Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum C…☆22Updated 8 months 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
- Anomaly detection on a quantum computer using Qiskit☆23Updated 3 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆56Updated 3 years ago
- Bayesian Qiskit☆10Updated 3 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago