qdevpsi3 / qrl-dqn-gym
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
☆36Updated last year
Alternatives and similar repositories for qrl-dqn-gym:
Users that are interested in qrl-dqn-gym are comparing it to the libraries listed below
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆39Updated 3 years ago
- Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.☆59Updated 3 years ago
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆26Updated last year
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆33Updated 9 months ago
- ☆12Updated 3 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆17Updated 2 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆19Updated 9 months ago
- Quantum Multi-agent Reinforcement Learning (QMARL)☆31Updated 2 years ago
- Implementation of QRL☆29Updated 5 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆20Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆69Updated last year
- Model-Free Quantum Control with Reinforcement Learning.☆57Updated last year
- A Python framework for the quantum autoencoder☆25Updated 6 years ago
- Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"☆33Updated 2 years ago
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆50Updated 3 years ago
- ☆38Updated 3 years ago
- 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
- 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
- quantum convolutional neural network - simulations☆102Updated 5 years ago
- Optimize QAOA circuits for graph maxcut using tensorflow☆30Updated 6 years ago
- A style-based Quantum Generative Adversarial Network☆12Updated 2 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 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
- Quantum-enhanced transformer neural network☆113Updated 2 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
- Tensor-Based Quantum Machine Learning☆120Updated last year
- Reinforcement learning applied to digital quantum simulations☆19Updated 5 years ago
- Projective Simulation☆18Updated 6 years ago
- Using qGANs for Quantum Portfolio Optimisation☆21Updated 3 years ago