askolik / quantum_agentsLinks
Code for Q-learning with parametrized quantum circuits in OpenAI Gym environments.
☆11Updated 3 years ago
Alternatives and similar repositories for quantum_agents
Users that are interested in quantum_agents are comparing it to the libraries listed below
Sorting:
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆29Updated last year
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆37Updated 2 years ago
- Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.☆64Updated 4 years ago
- Quantum Multi-agent Reinforcement Learning (QMARL)☆37Updated 3 years ago
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆41Updated 4 years ago
- Implementation of QRL☆31Updated 6 years ago
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆40Updated last year
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆19Updated last year
- Qubit Routing using Reinforcement Learning☆26Updated 2 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆18Updated 3 years ago
- Implementing https://arxiv.org/abs/1612.02806☆13Updated 3 years ago
- ☆15Updated 3 years ago
- ☆12Updated 4 years ago
- quantum convolutional neural network - simulations☆112Updated 5 years ago
- Implementation of proof of concept quantum enhanced reinforced learning algorithm, able to find the sequence of quantum gates needed to a…☆13Updated 3 years ago
- ☆157Updated last year
- Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization☆14Updated 5 years ago
- Deep Reinforcement Learning for Nash Equilibria☆43Updated 2 years ago
- Jupyter notebooks of the simulations ran as part of a semester project on "Quantum Reinforcement Learning and Projective Simulation" at T…☆31Updated 6 years ago
- This repository implements the architecture proposed by Verdon et al. in the paper Learning to learn with quantum neural networks via cla…☆17Updated 4 years ago
- ☆167Updated 2 years ago
- ☆43Updated 4 years ago
- ☆27Updated 4 years ago
- Quantum Transformers for High Energy Physics Analysis at the Large Hadron Collider☆42Updated 4 months ago
- Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm☆77Updated 8 years ago
- Materials for the tutorial "Combinatorial Optimization on Quantum Computers"☆25Updated 4 years ago
- Example of a Quantum LSTM☆100Updated 3 years ago
- Quantum-classical hybrid convolutional neural network for classical image classification☆120Updated 2 years ago
- Implementation of Hierarchical Deep Q-Learning (Kulkarni et al., 2016)☆35Updated 6 years ago
- Bayesian Qiskit☆10Updated 4 years ago