Yongxin Chen

IEEE Access, 2020

Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improving Robustness via Risk Averse Distributional Reinforcement Learning.

[BibT_eX]

[DOI]

Rahul Singh

Qinsheng Zhang

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Harvesting energy from a periodic heat bath.

[BibT_eX]

[DOI]

Rui Fu

Olga Movilla Miangolarra

Amirhossein Taghvaei

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Nonlinear Covariance Control via Differential Dynamic Programming.

[BibT_eX]

[DOI]

Zeji Yi

Zhefeng Cao

Evangelos A. Theodorou

Proceedings of the 2020 American Control Conference, 2020

Mixed Norm ℋ2/ℋ∞ and Entropy Covariance Control: A Convex Optimization Approach.

[BibT_eX]

[DOI]

Wassim M. Haddad

Manuel Lanchares

Proceedings of the 2020 American Control Conference, 2020

2019

On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost.

[BibT_eX]

[DOI]

CoRR, 2019

Probabilistic Kernel Support Vector Machines.

[BibT_eX]

[DOI]

CoRR, 2019

On the Global Convergence of Imitation Learning: A Case for Linear Quadratic Regulator.

[BibT_eX]

[DOI]

CoRR, 2019

Optimal Transport for Gaussian Mixture Models.

[BibT_eX]

[DOI]

IEEE Access, 2019

Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Calibration Method of CBCT Geometric Parameters Based on the Visual Imaging Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

Multi-marginal Schrödinger Bridges.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

Estimating ensemble flows on a hidden Markov chain.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Covariance steering in zero-sum linear-quadratic two-player differential games.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

On optimal steering of a non-Markovian Gaussian process.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Sample Complexity for Nonlinear Stochastic Dynamics.

[BibT_eX]

[DOI]

Umesh Vaidya

Proceedings of the 2019 American Control Conference, 2019

Opinion Dynamics over Influence Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Regularization and Interpolation of Positive Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Matrix Optimal Mass Transport: A Quantum Mechanical Approach.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Efficient Robust Routing for Single Commodity Network Flows.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Optimal Steering of a Linear Stochastic System to a Final Probability Distribution - Part III.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Vector and Matrix Optimal Mass Transport: Theory, Algorithm, and Applications.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2018

Measure-Valued Spline Curves: An Optimal Transport Viewpoint.

[BibT_eX]

[DOI]

Giovanni Conforti

SIAM J. Math. Anal., 2018

Vector-Valued Optimal Mass Transport.

[BibT_eX]

[DOI]

SIAM J. Appl. Math., 2018

An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport.

[BibT_eX]

[DOI]

J. Sci. Comput., 2018

Steering the Distribution of Agents in Mean-Field Games System.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2018

The Role of the Time-Arrow in Mean-Square Estimation of Stochastic Processes.

[BibT_eX]

[DOI]

Johan Karlsson

IEEE Control. Syst. Lett., 2018

State Tracking of Linear Ensembles via Optimal Mass Transport.

[BibT_eX]

[DOI]

Johan Karlsson

IEEE Control. Syst. Lett., 2018

Stochastic control and non-equilibrium thermodynamics: fundamental limits.

[BibT_eX]

[DOI]

CoRR, 2018

Steering the Distribution of Agents in Mean-Field Games.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Low-Complexity Modeling of Partially Available Second-Order Statistics: Theory and an Efficient Matrix Completion Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Robust Transport Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Optimal Transport Over a Linear Dynamical System.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Three-Dimensional Modeling and Indoor Positioning for Urban Emergency Response.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

Matricial Wasserstein-1 Distance.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2017

Steering the distribution of agents in mean-field and cooperative games.

[BibT_eX]

[DOI]

CoRR, 2017

Stability Theory in $\ell_1$ for Nonlinear Markov Chains and Stochastic Models for Opinion Dynamics over Influence Networks.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part II.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Optimal Steering of a Linear Stochastic System to a Final Probability Distribution, Part I.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Stochastic Bridges of Linear Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Entropic and Displacement Interpolation: A Computational Approach Using the Hilbert Metric.

[BibT_eX]

[DOI]

SIAM J. Appl. Math., 2016

On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2016

Transport Distance on Graphs and Vector-Valued Optimal Mass Transport.

[BibT_eX]

[DOI]

CoRR, 2016

Some geometric ideas for feature enhancement of diffusion tensor fields.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

A new approach to robust transportation over networks.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Characterizing the positive semidefiniteness of signed Laplacians via Effective Resistances.

[BibT_eX]

[DOI]

Karl Henrik Johansson

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

On the definiteness of graph Laplacians with negative weights: Geometrical and passivity-based approaches.

[BibT_eX]

[DOI]

Sei Zhen Khong

Proceedings of the 2016 American Control Conference, 2016

2015

Optimal Mass Transport over Bridges.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - Second International Conference, 2015

Optimal control of the state statistics for a linear stochastic system.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Steering state statistics with output feedback.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Optimal steering of inertial particles diffusing anisotropically with losses.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

2014

Fast cooling for a system of stochastic oscillators.

[BibT_eX]

[DOI]

CoRR, 2014

Optimal steering of a linear stochastic system to a final probability distribution.

[BibT_eX]

[DOI]

CoRR, 2014

The flatness of power spectral zeros and their significance in quadratic estimation.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

State covariances and the matrix completion problem.

[BibT_eX]

[DOI]

Mihailo R. Jovanovic