Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems

Sampled-Data Design for Robust Control of a Single Qubit

(2013) Daoyi Dong et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Closed-Loop and Robust Control of Quantum Systems

(2013) Chunlin Chen et al.   TheScientificWorldJOURNAL

Sliding mode control of two-level quantum systems

(2012) Daoyi Dong et al.   AUTOMATICA

Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming

(2012) Ding Wang et al.   AUTOMATICA

Modeling and Control of Quantum Systems: An Introduction

(2012) C. Altafini et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Further Results on Stabilizing Control of Quantum Systems

(2012) Bo Qi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Control Design of Uncertain Quantum Systems With Fuzzy Estimators

(2012) Chunlin Chen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

A Quantum-Statistical Approach Toward Robot Learning by Demonstration

(2012) Sotirios P. Chatzis et al.   IEEE Transactions on Robotics

Quantum speed-up for unsupervised learning

(2012) Esma Aïmeur et al.   MACHINE LEARNING

Robust online Hamiltonian learning

(2012) Christopher E Granade et al.   NEW JOURNAL OF PHYSICS

Quantum adiabatic machine learning

(2012) Kristen L. Pudenz et al.   Quantum Information Processing

Hierarchical Approximate Policy Iteration With Binary-Tree State Space Decomposition

(2011) Xin Xu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Reinforcement Learning Controller Design for Affine Nonlinear Discrete-Time Systems using Online Approximators

(2011) Qinmin Yang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Atomic physics and quantum optics using superconducting circuits

(2011) J. Q. You et al.   NATURE

High-fidelity quantum driving

(2011) Mark G. Bason et al.   Nature Physics

An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games

(2010) Huaguang Zhang et al.   AUTOMATICA

Finding optimal memoryless policies of POMDPs under the expected average reward criterion

(2010) Yanjie Li et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix

(2010) Zaiyue Yang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Robust Quantum-Inspired Reinforcement Learning for Robot Navigation

(2010) Daoyi Dong et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Quantum control theory and applications: a survey

(2010) D. Dong et al.   IET Control Theory and Applications

Adaptive Dynamic Programming: An Introduction

(2009) Fei-Yue Wang et al.   IEEE Computational Intelligence Magazine

Backpropagation Training in Adaptive Quantum Networks

(2009) Christopher Altman et al.   INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS

Quantum Genetic Optimization

(2008) A. Malossini et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Integrating Temporal Difference Methods and Self-Organizing Neural Networks for Reinforcement Learning With Delayed Evaluative Feedback

(2008) Ah-Hwee Tan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Incoherent Control of Quantum Systems With Wavefunction-Controllable Subspaces via Quantum Reinforcement Learning

(2008) Daoyi Dong et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Quantum Reinforcement Learning

(2008) Daoyi Dong et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

A Comprehensive Survey of Multiagent Reinforcement Learning

(2008) L. Busoniu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Rovibrational wave-packet manipulation using shaped midinfrared femtosecond pulses toward quantum computation: Optimization of pulse shape by a genetic algorithm

(2008) Masaaki Tsubouchi et al.   PHYSICAL REVIEW A