qdevpsi3 / qrl-dqn-gymView external linksLinks
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
☆38Mar 15, 2023Updated 2 years ago
Alternatives and similar repositories for qrl-dqn-gym
Users that are interested in qrl-dqn-gym are comparing it to the libraries listed below
Sorting:
- A quantum reinforcement learning framework based on PyTorch and PennyLane.☆29Feb 8, 2024Updated 2 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆19Jun 22, 2022Updated 3 years ago
- Quantum Multi-agent Reinforcement Learning (QMARL)☆42May 8, 2022Updated 3 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆20May 10, 2024Updated last year
- Implementation of QRL☆32Jun 22, 2019Updated 6 years ago
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆44Apr 22, 2021Updated 4 years ago
- Code for Q-learning with parametrized quantum circuits in OpenAI Gym environments.☆12Nov 12, 2021Updated 4 years ago
- Implementation of proof of concept quantum enhanced reinforced learning algorithm, able to find the sequence of quantum gates needed to a…☆15Mar 29, 2022Updated 3 years ago
- Quantum-enhanced transformer neural network☆127Nov 8, 2022Updated 3 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.☆69Apr 12, 2021Updated 4 years ago
- ☆23Apr 17, 2022Updated 3 years ago
- Implement reinforcement learning(RL) based on parameterized quantum circuits with quantum computing cloud Quafu.☆11Oct 19, 2023Updated 2 years ago
- Code for Expert Supervised Reinforcement Learning☆10Apr 7, 2021Updated 4 years ago
- Generative Quantum Circuits☆56Nov 20, 2025Updated 2 months ago
- Quantum circuit on top of tensor network. This version is archived, latest open source version release is at https://github.com/tensorcir…☆29Sep 12, 2024Updated last year
- Keras Implementation of DDPG(Deep Deterministic Policy Gradient) with PER(Prioritized Experience Replay) option on OpenAI gym framework☆13Mar 25, 2023Updated 2 years ago
- PyTorch and PennyLane implementation of Quantum GAN with Hybrid Generator.☆95Aug 12, 2024Updated last year
- Jupyter notebooks of the simulations ran as part of a semester project on "Quantum Reinforcement Learning and Projective Simulation" at T…☆32Feb 22, 2019Updated 6 years ago
- A tiny quantum optimal control library.☆16Jan 12, 2023Updated 3 years ago
- POMDP wrappers for OpenAI Gym☆15Nov 4, 2019Updated 6 years ago
- Code for "Noise Characterization and Error Mitigation in Near-Term Quantum Computers"☆15Oct 16, 2020Updated 5 years ago
- Quantum-enhanced GPT-2☆15Mar 19, 2024Updated last year
- Tensorflow implementation of DQN to control cart-pole from OpenAI gym environment☆14Sep 24, 2017Updated 8 years ago
- Quantum Denoising Diffusion Models☆17Feb 8, 2024Updated 2 years ago
- Unfolding with quantum computing.☆15Aug 26, 2022Updated 3 years ago
- IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition☆107Jan 22, 2023Updated 3 years ago
- Quantum Fuzzy Neural Network for Multimodal Sentiment and Sarcasm Detection☆22Oct 30, 2023Updated 2 years ago
- ☆16Mar 8, 2022Updated 3 years ago
- Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR☆26Mar 7, 2025Updated 11 months ago
- Quantum Fast Approximate Synthesis Tool☆19Jan 23, 2023Updated 3 years ago
- ☆49Jul 28, 2021Updated 4 years ago
- Official PyTorch Implementation for Metric Residual Networks for Sample Efficient Goal-Conditioned Reinforcement Learning☆19Jan 11, 2023Updated 3 years ago
- Optimal control for open quantum systems☆57Updated this week
- The power of quantum neural networks☆57Feb 5, 2022Updated 4 years ago
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆29Apr 2, 2025Updated 10 months ago
- Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks☆24Sep 11, 2024Updated last year
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆31Oct 12, 2023Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆23Feb 5, 2026Updated last week