Cover Image

Quantum Reinforcement Learning: Recent Advances and Future Directions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kaldari, Jawaher, Tariq, Shehbaz, Al-Kuwari, Saif, Chen, Samuel Yen-Chi, Chatzinotas, Symeon, Shin, Hyundong
Format:	Preprint
Published:	2025
Subjects:	Quantum Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Challenge-Response Quantum Reinforcement Learning with Application to Quantum-Assisted Authentication
by: Kaldari, Jawaher, et al.
Published: (2026)

Feature Prediction in Quantum Graph Recurrent Neural Networks with Applications in Information Hiding
by: Kaldari, Jawaher, et al.
Published: (2025)

Towards Quantum Enhanced Adversarial Robustness with Rydberg Reservoir Learning
by: Tariq, Shehbaz, et al.
Published: (2025)

AML-QKD: Adaptive Machine Learning Framework for Real-time Parameter Tuning in QKD
by: Mohamed, Noureldin, et al.
Published: (2026)

Design and Optimization of Adaptive Diversity Schemes in Quantum MIMO Channels
by: Tariq, Shehbaz, et al.
Published: (2025)

Quantum MIMO Diversity over Discrete-Variable Crosstalk Channels
by: Tariq, Shehbaz, et al.
Published: (2025)

QNN-QRL: Quantum Neural Network Integrated with Quantum Reinforcement Learning for Quantum Key Distribution
by: Behera, Bikash K., et al.
Published: (2025)

Adversarial Learning Game for Intrusion Detection in Quantum Key Distribution
by: Mohamed, Noureldin, et al.
Published: (2026)

Quantum-Inspired Reinforcement Learning for Secure and Sustainable AIoT-Driven Supply Chain Systems
by: Dastagir, Muhammad Bilal Akram, et al.
Published: (2026)

Physical Realization of Measurement Based Quantum Computation
by: Kashif, Muhammad, et al.
Published: (2023)

EAQKD: Entanglement-Based Authenticated Quantum Key Distribution
by: Mohamed, Noureldin, et al.
Published: (2026)

Exponentially-enhanced Weak-field Sensing with Quantum Stark Localization
by: Yousefjani, Rozhin, et al.
Published: (2026)

GenSC-6G: A Prototype Testbed for Integrated Generative AI, Quantum, and Semantic Communication
by: Arfeto, Brian E., et al.
Published: (2025)

Machine Learning Techniques for Enhancing Quantum Key Distribution
by: Al-Kuwari, Ali, et al.
Published: (2026)

Topological Device-Independent Quantum Key Distribution Using Majorana-Based Qubits
by: Mohamed, Noureldin, et al.
Published: (2026)

Alleviating Barren Plateaus in Parameterized Quantum Machine Learning Circuits: Investigating Advanced Parameter Initialization Strategies
by: Kashif, Muhammad, et al.
Published: (2023)

Quantum Reference Frames in Quantum Circuits: Perspective Dependent Entangling Cost and Coherence Entanglement Trade Offs
by: Wani, Salman Sajad, et al.
Published: (2025)

Multiparty Quantum Key Agreement: Architectures, State-of-the-art, and Open Problems
by: Mouaji, Malik, et al.
Published: (2026)

Crosstalk-Resilient Quantum MIMO for Scalable Quantum Communications
by: Koudia, Seid, et al.
Published: (2025)

Quantum Speed Limit under Calibration Uncertainty
by: Wani, Salman Sajad, et al.
Published: (2026)

Unitarization of Pseudo-Unitary Quantum Circuits in the S-matrix Framework
by: Lima, Dennis, et al.
Published: (2023)

Advances in Quantum Genetic Algorithms
by: Lima, Dennis, et al.
Published: (2025)

QSCL-EWIL: Quantum Stochastic Contrast Learning for Enhanced WiFi-Based Indoor Localization
by: Dastagir, Muhammad Bilal Akram, et al.
Published: (2025)

Towards Scalable Quantum Key Distribution: A Machine Learning-Based Cascade Protocol Approach
by: Al-Mohammed, Hasan Abbas, et al.
Published: (2024)

Exponential speed-up in VQE molecular energy ranking with Sridhara-compressed Hamiltonians
by: Lima, Dennis, et al.
Published: (2025)

QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain-Computer Interfacing Systems
by: Behera, Bikash K., et al.
Published: (2025)

An Introduction to Quantum Reinforcement Learning (QRL)
by: Chen, Samuel Yen-Chi
Published: (2024)

Physically Accessible and Inaccessible Quantum Correlations of Dirac Fields in Schwarzschild Spacetime
by: Elghaayda, Samira, et al.
Published: (2024)

Quantum speed limit as a sensitive probe of Planck-scale effects
by: Wani, Salman Sajad, et al.
Published: (2025)

BARFI-Q: Quantum-Enhanced Block Attention Residual Fusion Framework for Multivariate Time-Series Forecasting in Atom Interferometry
by: Dastagir, Muhammad Bilal Akram, et al.
Published: (2026)

Device-Independent Quantum Key Distribution: Protocols, Quantum Games, and Security
by: Arslan, Syed M., et al.
Published: (2025)

Dynamic Depth Quantum Approximate Optimization Algorithm for Solving Constrained Shortest Path Problem
by: Saini, Rakesh, et al.
Published: (2025)

Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning
by: Chen, Samuel Yen-Chi
Published: (2024)

Quantum gravimetry with intrinsic quantum time uncertainty
by: Wani, Salman Sajad, et al.
Published: (2026)

A Slow-Time Receiver Interface for Turbulent Free-Space Quantum Polarization Links
by: Peng, Heyang, et al.
Published: (2026)

Entanglement certification in bulk nonlinear crystals for degenerate and non-degenerate SPDC: spectral filter effects on transverse spatial correlations
by: Kuniyil, Hashir, et al.
Published: (2025)

NEQRX: Efficient Quantum Image Encryption with Reduced Circuit Complexity
by: Saini, Rakesh, et al.
Published: (2022)

Resource Constraint Estimation of In-Quantum Implementated Mini-AES
by: Shahmir, Syed, et al.
Published: (2025)

QNN-VRCS: A Quantum Neural Network for Vehicle Road Cooperation Systems
by: Innan, Nouhaila, et al.
Published: (2024)

Hybrid Quantum-Classical Generative Adversarial Networks with Transfer Learning
by: Al-Othni, Asma, et al.
Published: (2025)