Abhishek Gupta

Samuel Filgueira da Silva

Rahul Jain

Peter W. Glynn

IEEE Trans. Autom. Control., September, 2024

A Deep Reinforcement Learning Framework for Eco-Driving in Connected and Automated Hybrid Electric Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2024

Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization.

[BibT_eX]

[DOI]

Jianzong Pi

Mehmet Fatih Ozkan

Marcello Canova

CoRR, 2024

2023

Scheduling EV Charging Having Demand With Different Reliability Constraints.

[BibT_eX]

[DOI]

Hossein Sartipizadeh

IEEE Trans. Intell. Transp. Syst., October, 2023

Learning in Constrained Markov Decision Processes.

[BibT_eX]

[DOI]

Rahul Singh

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

Rank Reduction in Bimatrix Games.

[BibT_eX]

[DOI]

IGTR, March, 2023

Nash Equilibrium Control Policy Against Bus-off Attacks in CAN Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Discrete-Time Finite-Horizon Optimization of Singularly Perturbed Nonlinear Control Systems With State-Action Constraints.

[BibT_eX]

[DOI]

Jianzong Pi

Shaileshh Bojja Venkatakrishnan

IEEE Control. Syst. Lett., 2023

A Computationally Efficient Algorithm for Perturbed Dynamic Programs (A-PDP).

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Model-Free Change Point Detection for Mixing Processes.

[BibT_eX]

[DOI]

CoRR, 2023

Hoeffding's Inequality for Markov Chains under Generalized Concentrability Condition.

[BibT_eX]

[DOI]

CoRR, 2023

Masquerade: Simple and Lightweight Transaction Reordering Mitigation in Blockchains.

[BibT_eX]

[DOI]

Arti Vedula

CoRR, 2023

Cobalt: Optimizing Mining Rewards in Proof-of-Work Network Games.

[BibT_eX]

[DOI]

Arti Vedula

Shaileshh Bojja Venkatakrishnan

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2023

Maximizing Success Rate of Payment Routing using Non-stationary Bandits.

[BibT_eX]

[DOI]

Aayush Chaudhary

Abhinav Rai

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

Safe Model-Based Off-Policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2022

Fair Pricing of Ridehailing Services With Asymmetric Demand and Travel Time.

[BibT_eX]

[DOI]

Archak Mittal

Richard Twumasi-Boakye

IEEE Trans. Control. Netw. Syst., 2022

Fleet sizing and charger allocation in electric vehicle sharing systems.

[BibT_eX]

[DOI]

Yuntian Deng

IFAC J. Syst. Control., 2022

Sketching for Elimination of Communication Links in LQG Teams.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Fitted Value Iteration in Continuous MDPs With State Dependent Action Sets.

[BibT_eX]

[DOI]

Hao Li

IEEE Control. Syst. Lett., 2022

Robustness to Modeling Errors in Risk-Sensitive Markov Decision Problems with Markov Risk Measures.

[BibT_eX]

[DOI]

William B. Haskell

CoRR, 2022

Preemptive Scheduling of EV Charging for Providing Demand Response Services.

[BibT_eX]

[DOI]

CoRR, 2022

Change Detection of Markov Kernels with Unknown Post Change Kernel using Maximum Mean Discrepancy.

[BibT_eX]

[DOI]

Hao Chen

CoRR, 2022

Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022

Change Detection of Markov Kernels with Unknown Pre and Post Change Kernel.

[BibT_eX]

[DOI]

Hao Chen

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

Byzantine Resilience With Reputation Scores.

[BibT_eX]

[DOI]

Jayanth Regatti

Hao Chen

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

Weighted Gaussian Process Bandits for Non-stationary Environments.

[BibT_eX]

[DOI]

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

2021

UIUC-PPL/charm: Charm++ version 7.0.0.

[BibT_eX]

[DOI]

Dataset, October, 2021

UIUC-PPL/charm: v7.0.0-rc2.

[BibT_eX]

[DOI]

Dataset, September, 2021

UIUC-PPL/charm: v7.0.0-rc1.

[BibT_eX]

[DOI]

Dataset, June, 2021

Existence of Team-Optimal Strategies in Teams With Countable Observation Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Convergence of Recursive Stochastic Algorithms Using Wasserstein Divergence.

[BibT_eX]

[DOI]

William B. Haskell

SIAM J. Math. Data Sci., 2021

A Dynamic Watermarking Algorithm for Finite Markov Decision Problems.

[BibT_eX]

[DOI]

Jiguo Song

Shreshta Rajakumar Deshpande

CoRR, 2021

Offline RL With Resource Constrained Online Deployment.

[BibT_eX]

[DOI]

Jayanth Reddy Regatti

Aniket Anand Deshmukh

CoRR, 2021

Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming.

[BibT_eX]

[DOI]

Shobhit Gupta

Marcello Canova

CoRR, 2021

An Algorithm to Warm Start Perturbed (WASP) Constrained Dynamic Programs.

[BibT_eX]

[DOI]

Shreshta Rajakumar Deshpande

Marcello Canova

CoRR, 2021

Incentive Design and Profit Sharing in Multi-modal Transportation Network.

[BibT_eX]

[DOI]

Yuntian Deng

Archak Mittal

Richard Twumasi-Boakye

James Fishelson

CoRR, 2021

Two Algorithms for Computing Exact and Approximate Nash Equilibria in Bimatrix Games.

[BibT_eX]

[DOI]

Jianzong Pi

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021

2020

UIUC-PPL/charm: v6.11.0-beta1.

[BibT_eX]

[DOI]

Dataset, October, 2020

UIUC-PPL/charm: Charm++ version 6.10.2.

[BibT_eX]

[DOI]

Dataset, August, 2020

UIUC-PPL/charm: v6.10.1.

[BibT_eX]

[DOI]

Dataset, March, 2020

UIUC-PPL/charm: v6.10.0.

[BibT_eX]

[DOI]

Dataset, February, 2020

Some Limit Properties of Markov Chains Induced by Recursive Stochastic Algorithms.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2020

Existence of Team-Optimal Solutions in Static Teams with Common Information: A Topology of Information Approach.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2020

Multi-Objective Vehicle Rebalancing for Ridehailing System using a Reinforcement Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Befriending The Byzantines Through Reputation Scores.

[BibT_eX]

[DOI]

Jayanth Regatti

CoRR, 2020

Learning in Markov Decision Processes under Constraints.

[BibT_eX]

[DOI]

Rahul Singh

CoRR, 2020

2019

UIUC-PPL/charm: v6.10.0-rc2.

[BibT_eX]

[DOI]

Dataset, October, 2019

UIUC-PPL/charm: v6.10.0-rc.

[BibT_eX]

[DOI]

Dataset, September, 2019

UIUC-PPL/charm: v6.10.0-beta1.

[BibT_eX]

[DOI]

Dataset, August, 2019

Reciprocal Collision Avoidance for General Nonlinear Agents using Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Some Limit Properties of Markov Chains Induced by Stochastic Recursive Algorithms.

[BibT_eX]

[DOI]

CoRR, 2019

On the Computation of Strategically Equivalent Rank-0 Games.

[BibT_eX]

[DOI]

CoRR, 2019

A Fast Algorithm to Reduce 2 × n Bimatrix Games to Rank-1 Games.

[BibT_eX]

[DOI]

Proceedings of the 17th European Control Conference, 2019

Traffic-Aware Adaptive Routing for Minimizing Fuel Consumption.

[BibT_eX]

[DOI]

Jayanth Regatti

Proceedings of the 2019 American Control Conference, 2019

Distributed SGD Generalizes Well Under Asynchrony.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Colonel Blotto Game with Coalition Formation for Sharing Resources.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018

Communication Link Elimination in Static LQG Teams.

[BibT_eX]

[DOI]

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

2017

Dynamic Games With Asymmetric Information and Resource Constrained Players With Applications to Security of Cyberphysical Systems.

[BibT_eX]

[DOI]

Cedric Langbort

IEEE Trans. Control. Netw. Syst., 2017

Information structures and values in zero-sum stochastic games.

[BibT_eX]

[DOI]

Ashutosh Nayyar

Proceedings of the 2017 American Control Conference, 2017

2016

Evaluating and Improving the Performance and Scheduling of HPC Applications in Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2016

Privacy-aware stochastic control with a "snoopy" adversary: A game-theoretic approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

On the Existence of Optimal Policies for a Class of Static and Sequential Dynamic Teams.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2015

A Batch System with Efficient Adaptive Scheduling for Malleable and Evolving Applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Efficient High Performance Computing in the Cloud: Keynote Talk.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Virtualization Technologies in Distributed Computing, 2015

Equilibria in two-stage electricity markets.

[BibT_eX]

[DOI]

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

An empirical algorithm for relative value iteration for average-cost MDPs.

[BibT_eX]

[DOI]

Rahul Jain

Peter W. Glynn

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

Scheduling, pricing, and efficiency of non-preemptive flexible loads under direct load control.

[BibT_eX]

[DOI]

Rahul Jain

Ram Rajagopal

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Techniques for efficient high performance computing in the cloud

[BibT_eX]

[DOI]

Dimitrios S. Nikolopoulos

PhD thesis, 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

Maximizing Throughput of Overprovisioned HPC Data Centers Under a Strict Power Budget.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2014

Parallel Programming with Migratable Objects: Charm++ in Practice.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2014

Overcoming the Scalability Challenges of Epidemic Simulations on Blue Waters.

[BibT_eX]

[DOI]

Martin Schulz

Lukasz Wesolowski

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

TRAM: Optimizing Fine-Grained Communication with Topological Routing and Aggregation of Messages.

[BibT_eX]

[DOI]

Lukasz Wesolowski

Proceedings of the 43rd International Conference on Parallel Processing, 2014

Towards realizing the potential of malleable jobs.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on High Performance Computing, 2014

A Three-Stage Colonel Blotto Game: When to Provide More Information to an Adversary.

[BibT_eX]

[DOI]

Galina A. Schwartz

Proceedings of the Decision and Game Theory for Security - 5th International Conference, 2014

Existence of optimal strategies in a class of dynamic stochastic teams.

[BibT_eX]

[DOI]

Serdar Yüksel

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

Dynamic incentive design in multi-stage linear-Gaussian games with asymmetric information: A common information based approach.

[BibT_eX]

[DOI]

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

On the existence of optimal strategies in multi-agent stochastic teams.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

A three-stage Colonel Blotto game with applications to cyberphysical security.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Towards Efficient Mapping, Scheduling, and Execution of HPC Applications on Platforms in Cloud.

[BibT_eX]

[DOI]

Laxmikant V. Kalé

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

HPC-Aware VM Placement in Infrastructure Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013

The Who, What, Why, and How of High Performance Computing in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

Improving HPC Application Performance in Cloud through Dynamic Load Balancing.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

Contagion Diffusion with EpiSimdemics.

[BibT_eX]

Proceedings of the Parallel Science and Engineering Applications - The Charm++ Approach., 2013

2012

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

[BibT_eX]

[DOI]

CoRR, 2012

Parallelizing Information Set Generation for Game Tree Search Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

Cloud Friendly Load Balancing for HPC Applications: Preliminary Work.

[BibT_eX]

[DOI]

Osman Sarood

Laxmikant V. Kalé

Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

Exploring the performance and mapping of HPC applications to platforms in the cloud.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

On myopic strategies in dynamic adversarial team decision problems.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

A dynamic transmitter-jammer game with asymmetric information.

[BibT_eX]

[DOI]

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

2011

Adaptive Message Clustering for Distributed Agent-Based Systems.

[BibT_eX]

[DOI]

Cole Sherer

Maria Hybinette

Proceedings of the 25th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2011

Temperature Aware Load Balancing for Parallel Applications: Preliminary Work.

[BibT_eX]

[DOI]

Osman Sarood

Laxmikant V. Kalé

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

One-stage control over an adversarial channel with finite codelength.

[BibT_eX]

[DOI]

Cedric Langbort

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Optimal control in the presence of an intelligent jammer with limited actions.

[BibT_eX]

[DOI]

Cedric Langbort