Ashutosh Nayyar

CoRR, 2024

Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budget.

[BibT_eX]

[DOI]

CoRR, 2024

Model approximation in MDPs with unbounded per-step cost.

[BibT_eX]

[DOI]

CoRR, 2024

A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent.

[BibT_eX]

[DOI]

Mehdi Jafarnia-Jahromi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Optimal Dynamic Mechanism Design With Stochastic Supply and Flexible Consumers.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., June, 2023

Scalable Regret for Learning to Control Network-Coupled Subsystems With Unknown Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., March, 2023

Dynamic Games Among Teams with Delayed Intra-Team Information Sharing.

[BibT_eX]

[DOI]

Dyn. Games Appl., March, 2023

Regret Analysis of the Posterior Sampling-based Learning Algorithm for Episodic POMDPs.

[BibT_eX]

[DOI]

CoRR, 2023

Conditional Kernel Imitation Learning for Continuous State Environments.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes.

[BibT_eX]

[DOI]

CoRR, 2023

A Novel Point-Based Algorithm for Multi-Agent Control Using the Common Information Approach.

[BibT_eX]

[DOI]

Dengwang Tang

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Optimal Symmetric Strategies in Multi-Agent Systems with Decentralized Information.

[BibT_eX]

[DOI]

Sagar Sudhakara

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Weighted-Norm Bounds on Model Approximation in MDPs with Unbounded Per-Step Cost.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Fixed-Horizon Active Hypothesis Testing.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

Optimal Control of Partially Observable Markov Decision Processes with Finite Linear Temporal Logic Constraints.

[BibT_eX]

[DOI]

CoRR, 2022

Optimal control of partially observable Markov decision processes with finite linear temporal logic constraints.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Optimal Communication and Control Strategies for a Multi-Agent System in the Presence of an Adversary.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

A modified Thompson sampling-based learning algorithm for unknown linear systems.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Common Information Belief based Dynamic Programs for Stochastic Zero-sum Games with Competing Teams.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

Online Learning for Unknown Partially Observable MDPs.

[BibT_eX]

[DOI]

Mehdi Jafarnia-Jahromi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Optimal Infinite Horizon Decentralized Networked Controllers With Unreliable Communication.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Worst-Case Guarantees for Remote Estimation of an Uncertain Source.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Correction to: Upper and Lower Values in Zero-Sum Stochastic Games with Asymmetric Information.

[BibT_eX]

[DOI]

Dyn. Games Appl., 2021

Upper and Lower Values in Zero-Sum Stochastic Games with Asymmetric Information.

[BibT_eX]

[DOI]

Dyn. Games Appl., 2021

Learning Zero-sum Stochastic Games with Posterior Sampling.

[BibT_eX]

[DOI]

Mehdi Jafarnia-Jahromi

CoRR, 2021

A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems.

[BibT_eX]

[DOI]

CoRR, 2021

Optimal communication and control strategies in a multi-agent MDP problem.

[BibT_eX]

[DOI]

CoRR, 2021

Private Information Compression in Dynamic Games among Teams.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Thompson sampling for linear quadratic mean-field teams.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Optimal Scheduling Strategy for Networked Estimation With Energy Harvesting.

[BibT_eX]

[DOI]

Marcos M. Vasconcelos

IEEE Trans. Control. Netw. Syst., 2020

Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Testing for Anomalies: Active Strategies and Non-asymptotic Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

A Dynamic Mechanism for Security Management in Multi-Agent Networked Systems.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Weakly Coupled Constrained Markov Decision Processes in Borel Spaces.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

Regret Analysis for Learning in a Multi-Agent Linear-Quadratic Control Problem.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

An Approximation Algorithm for Optimal Clique Cover Delivery in Coded Caching.

[BibT_eX]

[DOI]

Amir Salman Avestimehr

IEEE Trans. Commun., 2019

Optimal Auction Design for Flexible Consumers.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Common Knowledge and Sequential Team Problems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Optimal Local and Remote Controllers With Unreliable Uplink Channels.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Active Hypothesis Testing: Beyond Chernoff-Stein.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Zero-sum Stochastic Games with Asymmetric Information.

[BibT_eX]

[DOI]

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

2018

Rate-Constrained Energy Services in Electricity.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Optimal Mechanism Design with Flexible Consumers and Costly Supply.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement.

[BibT_eX]

[DOI]

Amir Salman Avestimehr

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Revenue-Optimal Mechanism Design for Rate-Differentiated Energy Services.

[BibT_eX]

[DOI]

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

Thompson Sampling for some decentralized control problems.

[BibT_eX]

[DOI]

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

Optimal local and remote controllers with unreliable communication: the infinite horizon case.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Decentralized Control of Stochastically Switched Linear System with Unreliable Communication.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Scheduling and Estimation Strategies in a Sequential Networked Estimation Problem.

[BibT_eX]

[DOI]

Marcos M. Vasconcelos

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Sequential Experiment Design for Hypothesis Verification.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Dynamic Teams and Decentralized Control Problems With Substitutable Actions.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Learning Unknown Markov Decision Processes: A Thompson Sampling Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Optimal sensor scheduling strategies in networked estimation.

[BibT_eX]

[DOI]

Marcos M. Vasconcelos

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Stochastic teams with randomized information structures.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Information structures and values in zero-sum stochastic games.

[BibT_eX]

[DOI]

Abhishek Gupta

Proceedings of the 2017 American Control Conference, 2017

Decentralized minimax control problems with partial history sharing.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Duration-Differentiated Energy Services With a Continuum of Loads.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2016

Optimal local and remote controllers with unreliable communication.

[BibT_eX]

[DOI]

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

Equivalent static and dynamic games.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Signaling in Sensor Networks for Sequential Detection.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2015

Sufficient Statistics for Linear Control Strategies in Decentralized Systems With Partial History Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

Decentralized control problems with substitutable actions.

[BibT_eX]

[DOI]

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

Structural results for partially nested LQG systems over graphs.

[BibT_eX]

[DOI]

Laurent Lessard

Proceedings of the American Control Conference, 2015

2014

Common Information Based Markov Perfect Equilibria for Stochastic Games With Asymmetric Information: Finite Games.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2014

Common Information Based Markov Perfect Equilibria for Linear-Gaussian Games with Asymmetric Information.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2014

Rate-constrained Energy Services: Allocation Policies and Market Decisions.

[BibT_eX]

[DOI]

CoRR, 2014

Duration-Differentiated Services in Electricity.

[BibT_eX]

[DOI]

CoRR, 2014

Optimal Control for LQG Systems on Graphs - Part I: Structural Results.

[BibT_eX]

[DOI]

Laurent Lessard

CoRR, 2014

Controlled sensing and event based communication for remote estimation.

[BibT_eX]

[DOI]

Emrah Akyol

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2013

Optimal Strategies for Communication and Remote Estimation With an Energy Harvesting Sensor.

[BibT_eX]

[DOI]

Venugopal V. Veeravalli

IEEE Trans. Autom. Control., 2013

Dynamic pricing in consolidated ancillary service markets.

[BibT_eX]

[DOI]

Proceedings of the 12th European Control Conference, 2013

A statistically robust payment sharing mechanism for an aggregate of renewable energy producers.

[BibT_eX]

[DOI]

Proceedings of the 12th European Control Conference, 2013

Aggregate flexibility of a collection of loadsπ.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Structural results and explicit solution for two-player LQG systems on a finite time horizon.

[BibT_eX]

[DOI]

Laurent Lessard

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Correction to "Sequential Problems in Decentralized Detection With Communication".

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Nash Equilibria for Stochastic Games with Asymmetric Information-Part 1: Finite Games

[BibT_eX]

[DOI]

CoRR, 2012

Communication scheduling and remote estimation with energy harvesting sensor.

[BibT_eX]

[DOI]

Venugopal V. Veeravalli

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Dynamic stochastic games with asymmetric information.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

A dynamic transmitter-jammer game with asymmetric information.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Optimal acquisition policy for compressed measurements with limited observations.

[BibT_eX]

[DOI]

Sourabh Bhattacharya

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

On the Structure of Real-Time Encoding and Decoding Functions in a Multiterminal Communication System.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Sequential Problems in Decentralized Detection With Communication.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Optimal Control Strategies in Delayed Sharing Information Structures.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2011

Revenue maximization in spectrum auction for dynamic spectrum access.

[BibT_eX]

[DOI]

Ali Kakhbod

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

2010

A Wireless Soil Moisture Smart Sensor Web Using Physics-Based Optimal Control: Concept and Initial Demonstrations.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010

Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control.

[BibT_eX]

[DOI]

Mahta Moghaddam

Dara Entekhabi

Proc. IEEE, 2010

A structural result for delayed sharing information structures.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

On the Structure of Real-Time Encoders and Decoders in a Multi-Terminal Communication System

[BibT_eX]

[DOI]

CoRR, 2009

A sequential problem in decentralized detection with communication.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

2008

A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

On globally optimal real-time encoding and decoding strategies in multi-terminal communication systems.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Identifying tractable decentralized control problems on the basis of information structure.

[BibT_eX]

[DOI]