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Preprints
, 2026, Unified formalism and adaptive algorithms for optimal quantum state, detector and process tomography, http://dx.doi.org/10.48550/arxiv.2509.05988
, 2026, Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Versatile Image Generation, http://dx.doi.org/10.48550/arxiv.2601.12401
, 2026, StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics, http://dx.doi.org/10.48550/arxiv.2604.03315
, 2025, QiNN-QJ: A Quantum-inspired Neural Network with Quantum Jump for Multimodal Sentiment Analysis, http://dx.doi.org/10.48550/arxiv.2510.27091
, 2025, Tracking Quantum Dynamics in an Optical Cavity for Recovering Purity and Squeezing via Quantum State Smoothing, http://dx.doi.org/10.48550/arxiv.2509.04754
, 2025, Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots, http://dx.doi.org/10.48550/arxiv.2505.09979
, 2025, Neural networks for quantum state tomography with constrained measurements, http://dx.doi.org/10.48550/arxiv.2111.09504
, 2025, Quantum autoencoders using mixed reference states, http://dx.doi.org/10.48550/arxiv.2309.15582
, 2025, Tomography of Quantum States from Structured Measurements via quantum-aware transformer, http://dx.doi.org/10.48550/arxiv.2305.05433
, 2025, Machine Learning for Estimation and Control of Quantum Systems, http://dx.doi.org/10.48550/arxiv.2503.03164
, 2025, Physics-Aware Inverse Design for Nanowire Single-Photon Avalanche Detectors via Deep Learning, http://dx.doi.org/10.48550/arxiv.2502.18857
, 2025, Learning-Based Design of LQG Controllers in Quantum Coherent Feedback, http://dx.doi.org/10.48550/arxiv.2502.08170
, 2025, Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context, http://dx.doi.org/10.48550/arxiv.2404.13391
, 2025, Simultaneous estimations of quantum state and detector through multiple quantum processes, http://dx.doi.org/10.48550/arxiv.2502.11772
, 2025, Precise Quantum Control of Molecular Rotation Toward a Desired Orientation, http://dx.doi.org/10.48550/arxiv.2502.10196
, 2025, Fast State Stabilization using Deep Reinforcement Learning for Measurement-based Quantum Feedback Control, http://dx.doi.org/10.48550/arxiv.2408.11328
, 2024, Trainability Enhancement of Parameterized Quantum Circuits via Reduced-Domain Parameter Initialization, http://dx.doi.org/10.48550/arxiv.2302.06858
, 2024, Supervised Learning Guarantee for Quantum AdaBoost, http://dx.doi.org/10.48550/arxiv.2402.02376
, 2024, Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing, http://dx.doi.org/10.48550/arxiv.2408.09989
, 2024, Optimal control of linear Gaussian quantum systems via quantum learning control, http://dx.doi.org/10.48550/arxiv.2406.05597
, 2024, Exponential sensitivity revival of noisy non-Hermitian quantum sensing with two-photon drives, http://dx.doi.org/10.48550/arxiv.2303.16575
, 2024, EHA: Entanglement-variational Hardware-efficient Ansatz for Eigensolvers, http://dx.doi.org/10.48550/arxiv.2311.01120
, 2023, Fault-tolerant $H^\infty$ control for optical parametric oscillators with pumping fluctuations, http://dx.doi.org/10.48550/arxiv.2307.14583
, 2023, Two-step feedback preparation of entanglement for qubit systems with time delay, http://dx.doi.org/10.48550/arxiv.2307.14599
, 2023, Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning, http://dx.doi.org/10.48550/arxiv.2204.07729
, 2023, Quantum bandit with amplitude amplification exploration in an adversarial environment, http://dx.doi.org/10.48550/arxiv.2208.07144
, 2023, Model-free Quantum Gate Design and Calibration using Deep Reinforcement Learning, http://dx.doi.org/10.48550/arxiv.2302.02371
, 2023, Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation, http://dx.doi.org/10.48550/arxiv.2203.02896
, 2022, Quantum Coherent Control of a Single Molecular-Polariton Rotation, http://dx.doi.org/10.48550/arxiv.2212.11649
, 2022, Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations, http://dx.doi.org/10.48550/arxiv.2108.08659
, 2022, Robust optimization for quantum reinforcement learning control using partial observations, http://dx.doi.org/10.48550/arxiv.2206.14420
, 2022, On compression rate of quantum autoencoders: Control design, numerical and experimental realization, http://dx.doi.org/10.48550/arxiv.2005.11149
, 2022, A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning, http://dx.doi.org/10.48550/arxiv.2205.10787
, 2022, Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments, http://dx.doi.org/10.48550/arxiv.2010.04605
, 2022, Quantum estimation, control and learning: opportunities and challenges, http://dx.doi.org/10.48550/arxiv.2201.05835
, 2021, Exponentially-enhanced Quantum Non-Hermitian Sensing via Optimized Coherent Drive, http://dx.doi.org/10.48550/arxiv.2109.04040
, 2021, Quantum Language Model with Entanglement Embedding for Question Answering, http://dx.doi.org/10.48550/arxiv.2008.09943
, 2021, Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay, http://dx.doi.org/10.48550/arxiv.2108.13184
, 2021, Two-stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results, http://dx.doi.org/10.48550/arxiv.1905.05323
, 2021, Fundamental limits for reciprocal and non-reciprocal non-Hermitian quantum sensing, http://dx.doi.org/10.48550/arxiv.2104.10822
, 2021, Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction, http://dx.doi.org/10.48550/arxiv.2104.07282
, 2021, Intelligent Trajectory Planning in UAV-mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective, http://dx.doi.org/10.48550/arxiv.2007.13418
, 2021, Lifelong Incremental Reinforcement Learning with Online Bayesian Inference, http://dx.doi.org/10.48550/arxiv.2007.14196
, 2021, Learning Control of Quantum Systems, http://dx.doi.org/10.48550/arxiv.2101.07461
, 2021, Curriculum-based Deep Reinforcement Learning for Quantum Control, http://dx.doi.org/10.48550/arxiv.2012.15427
, 2020, Learning-based Quantum Robust Control: Algorithm, Applications and Experiments, http://dx.doi.org/10.48550/arxiv.1702.03946
, 2020, Learning control of quantum systems using frequency-domain optimization algorithms, http://dx.doi.org/10.48550/arxiv.2005.13080
, 2020, Generation of accessible sets in the dynamical modelling of quantum network systems, http://dx.doi.org/10.48550/arxiv.2004.14663
, 2020, Hybrid filtering for a class of nonlinear quantum systems subject to classical stochastic disturbances, http://dx.doi.org/10.48550/arxiv.2004.07050
, 2020, Realization of a quantum autoencoder for lossless compression of quantum data, http://dx.doi.org/10.48550/arxiv.1903.08699