A Detailed Comparison of Four Approaches to the Calculation of the Sensitivity of Optical Fiber System Receivers. - Stewart D. Personick; Philip Balaban; J. H. Bobsin; P. R. Kumar 001 (IEEE Trans. Commun., 1977)

Optimality of Zero-Inventory Policies for Unreliable Manufacturing Systems. - T. Bielecki; P. R. Kumar 001 (Oper. Res., 1988)

Simultaneous Learning of Concepts and Simultaneous Estimation of Probabilities. - Kevin Buescher; P. R. Kumar 001 (COLT, 1991)

Learning Stochastic Functions by Smooth Simultaneous Estimation. - Kevin Buescher; P. R. Kumar 001 (COLT, 1992)

Re-entrant lines. - P. R. Kumar 001 (Queueing Syst. Theory Appl., 1993)

Distributed scheduling of flexible manufacturing systems: stability and performance. - James R. Perkins; Carlos Humes Jr.; P. R. Kumar 001 (IEEE Trans. Robotics Autom., 1994)

A Tutorial on Some New Methods for Performance Evaluation of Queueing Networks. - P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 1995)

Fluctuation smoothing policies are stable for stochastic re-entrant lines. - Sunil Kumar; P. R. Kumar 001 (Discret. Event Dyn. Syst., 1996)

The Delay of Open Markovian Queueing Networks: Uniform Functional Bounds, Heavy Traffic Pole Multiplicities, and Stability. - Carlos Humes Jr.; J. Ou; P. R. Kumar 001 (Math. Oper. Res., 1997)

Bounding blocking probabilities and throughput in queueing networks with buffer capacity constraints. - Sunil Kumar; R. Srikant 001; P. R. Kumar 001 (Queueing Syst. Theory Appl., 1998)

On the guaranteed throughput and efficiency of closed re-entrant lines. - James R. Morrison; P. R. Kumar 001 (Queueing Syst. Theory Appl., 1998)

Internets in the sky: capacity of 3D wireless networks. - Piyush Gupta; P. R. Kumar 001 (CDC, 2000)

Hierachical and integrated algorithms: comparison and applications in motion estimation and recognition. - Kun Huang; P. R. Kumar 001 (CDC, 2000)

A unified approach to linear programming bounds for queueing networks: systems with polyhedral invariance of transition probabilities. - James R. Morrison; P. R. Kumar 001 (CDC, 2000)

The capacity of wireless networks. - Piyush Gupta; P. R. Kumar 001 (IEEE Trans. Inf. Theory, 2000)

Protocols for media access control and power control in wireless networks. - Vikas Kawadia; Swetha Narayanaswamy; Robert Rozovsky; Ramavarapu S. Sreenivas; Panganamala R. Kumar (CDC, 2001)

SEEDEX: a MAC protocol for ad hoc networks. - Robert Rozovsky; P. R. Kumar 001 (MobiHoc, 2001)

Ad Hoc Wireless Networks: Analysis, Protocols, Architecture, and Convergence. - P. R. Kumar 001 (Infrastructure for Mobile and Wireless Systems, 2001)

Internets in the sky: The capacity of three-dimensional wireless networks. - Piyush Gupta; P. R. Kumar 001 (Commun. Inf. Syst., 2001)

New Linear Program Performance Bounds for Closed Queueing Networks. - James R. Morrison; P. R. Kumar 001 (Discret. Event Dyn. Syst., 2001)

Queueing network models in the design and analysis of semiconductor wafer fabs. - Sunil Kumar; P. R. Kumar 001 (IEEE Trans. Robotics Autom., 2001)

Interrupt-based feedback control over a shared communication medium. - Dimitrios Hristu-Varsakelis; P. R. Kumar 001 (CDC, 2002)

New results in network information theory: scaling laws and optimal operational modes for wireless networks. - Liang-Liang Xie; P. R. Kumar 001 (CDC, 2002)

New results in network information theory: scaling laws for wireless communication and optimal strategies for information transport. - Liang-Liang Xie; P. R. Kumar 001 (ITW, 2002)

Gaussian inference in loopy graphical models. - Kurt Plarre; P. R. Kumar 001 (CDC, 2003)

Wireless Network Information Theory. - Liang-Liang Xie; P. R. Kumar 001 (Advances in Network Information Theory, 2003)

The Convergence of Control, Communication, and Computation. - Scott R. Graham; P. R. Kumar 001 (PWC, 2003)

Power Control and Clustering in Ad Hoc Networks. - Vikas Kawadia; Panganamala R. Kumar (INFOCOM, 2003)

Dynamic Cesaro-Wardrop equilibration in networks. - Vivek S. Borkar; Panganamala Ramana Kumar (IEEE Trans. Autom. Control., 2003)

Towards an information theory of large networks: an achievable rate region. - Piyush Gupta; P. R. Kumar 001 (IEEE Trans. Inf. Theory, 2003)

A correction to the proof of a lemma in "The capacity of wireless networks". - P. R. Kumar 001 (IEEE Trans. Inf. Theory, 2003)

Challenges and opportunities for the future of control. - Jean Carlson; Christos G. Cassandras; P. R. Kumar 001; Naomi Ehrich Leonard; Hideo Mabuchi (CDC, 2004)

Challenges and opportunities for the future of control. - John Doyle 001; Jean Carlson; Christos G. Cassandras; P. R. Kumar 001; Naomi Ehrich Leonard; Hideo Mabuchi (CDC, 2004)

Challenges and opportunities for the future of control. - John Doyle 001; Jean Carbon; Christos G. Cassandras; P. R. Kumar 001; Naomi Ehrich Leonard; Hideo Mabuchi (CDC, 2004)

Scheduling algorithms for automated traffic. - Arvind Giridhar; P. R. Kumar 001 (CDC, 2004)

Time in general-purpose control systems: the Control Time Protocol and an experimental evaluation. - Scott R. Graham; P. R. Kumar 001 (CDC, 2004)

On delay-adaptive routing in wireless networks. - Vivek Raghunathan; P. R. Kumar 001 (CDC, 2004)

Computing and communicating statistics in sensor networks. - Arvind Giridhar; P. R. Kumar 001 (ISIT, 2004)

Etherware: Domainware for Wireless Control Networks. - Girish Baliga; Scott R. Graham; Lui Sha; P. R. Kumar 001 (ISORC, 2004)

Capacity, architecture, protocols, and sensing in wireless networks. - P. R. Kumar 001 (ITW, 2004)

Increasingly correct message passing algorithms for heat source detection in sensor networks. - Kurt Hermann Plarre; P. R. Kumar 001; Thomas I. Seidman (SECON, 2004)

Extended message passing algorithm for inference in loopy Gaussian graphical models. - Kurt Hermann Plarre; P. R. Kumar 001 (Ad Hoc Networks, 2004)

Capacity bounds for ad hoc and hybrid wireless networks. - Ashish Agarwal; P. R. Kumar 001 (Comput. Commun. Rev., 2004)

Service Continuity in Networked Control Using Etherware. - Girish Baliga; Scott R. Graham; Lui Sha; P. R. Kumar 001 (IEEE Distributed Syst. Online, 2004)

A network information theory for wireless communication: scaling laws and optimal operation. - Liang-Liang Xie; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2004)

Improved capacity bounds for wireless networks. - Ashish Agarwal; P. R. Kumar 001 (Wirel. Commun. Mob. Comput., 2004)

The Number of Neighbors Needed for Connectivity of Wireless Networks. - Feng Xue; Panganamala R. Kumar (Wirel. Networks, 2004)

Middleware and Abstractions in the Convergence of Control with Communication and Computation. - Girish Baliga; Scott R. Graham; P. R. Kumar 001 (CDC/ECC, 2005)

A Middleware for Control over Networks. - Girish Baliga; P. R. Kumar 001 (CDC/ECC, 2005)

Object Tracking by Scattered Directional Sensors. - Kurt Plarre; P. R. Kumar 001 (CDC/ECC, 2005)

Maximizing the functional lifetime of sensor networks. - Arvind Giridhar; P. R. Kumar 001 (IPSN, 2005)

Experimental investigations into TCP performance over wireless multihop networks. - Vikas Kawadia; P. R. Kumar 001 (E-WIND@SIGCOMM, 2005)

Illinois wireless wind tunnel: a testbed for experimental evaluation of wireless networks. - Nitin H. Vaidya; Jennifer T. Bernhard; Venugopal V. Veeravalli; P. R. Kumar 001; Ravi K. Iyer (E-WIND@SIGCOMM, 2005)

Issues in Wardrop routing in wireless networks. - Vivek Raghunathan; P. R. Kumar 001 (WICON, 2005)

Computing and communicating functions over sensor networks. - Arvind Giridhar; P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 2005)

Principles and protocols for power control in wireless ad hoc networks. - Vikas Kawadia; P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 2005)

An achievable rate for the multiple-level relay channel. - Liang-Liang Xie; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2005)

The transport capacity of wireless networks over fading channels. - Feng Xue; Liang-Liang Xie; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2005)

A cautionary perspective on cross-layer design. - Vikas Kawadia; Panganamala Ramana Kumar (IEEE Wirel. Commun., 2005)

Reducing Risk by Managing Software Related Failures in Networked Control Systems. - Girish Baliga; Scott R. Graham; Carl A. Gunter; Panganamala R. Kumar (CDC, 2006)

Distributed Clock Synchronization over Wireless Networks: Algorithms and Analysis. - Arvind Giridhar; P. R. Kumar 001 (CDC, 2006)

A New Distributed Time Synchronization Protocol for Multihop Wireless Networks. - Roberto Solis-Robles; Vivek S. Borkar; Panganamala R. Kumar (CDC, 2006)

Robust Floor Acquisition in the Presence of Multiple Fading Channels. - Min Cao; Vivek Raghunathan; P. R. Kumar 001 (CISS, 2006)

Towards a Third Generation of Control Systems. - P. R. Kumar 001 (HSCC, 2006)

A Multi-Relay Scheme for the Multi-Source Multi-Cast Network. - Liang-Liang Xie; P. R. Kumar 001 (ISIT, 2006)

A Pattern for Adaptive Behavior in Safety-Critical, Real-Time Middleware. - Tanya L. Crenshaw; Craig L. Robinson; Hui Ding; P. R. Kumar 001; Lui Sha (RTSS, 2006)

Toward a theory of in-network computation in wireless sensor networks. - Arvind Giridhar; P. R. Kumar 001 (IEEE Commun. Mag., 2006)

Network modelling and simulation. - Jennifer C. Hou; P. R. Kumar 001 (Comput. Networks, 2006)

Scaling Laws for Ad Hoc Wireless Networks: An Information Theoretic Approach. - Feng Xue; Panganamala R. Kumar (Found. Trends Netw., 2006)

On the path-loss attenuation regime for positive cost and linear scaling of transport capacity in wireless networks. - Liang-Liang Xie; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2006)

On the theta-coverage and connectivity of large random networks. - Feng Xue; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2006)

Scheduling Automated Traffic on a Network of Roads. - Arvind Giridhar; P. R. Kumar 001 (IEEE Trans. Veh. Technol., 2006)

Architecture and Algorithm for a Laboratory Vehicle Collision Avoidance System. - Craig L. Robinson; Hans-Jörg Schütz; Girish Baliga; P. R. Kumar 001 (ISIC, 2007)

Power control and transmission scheduling for network utility maximization in wireless networks. - Min Cao; Vivek Raghunathan; Stephen V. Hanly; Vinod Sharma; P. R. Kumar 001 (CDC, 2007)

Fundamental limits on synchronization of affine clocks in networks. - Nikolaos M. Freris; Panganamala Ramana Kumar (CDC, 2007)

Sending the most recent observation is not optimal in networked control: Linear temporal coding and towards the design of a control specific transport protocol. - Craig L. Robinson; P. R. Kumar 001 (CDC, 2007)

The Simplex Reference Model: Limiting Fault-Propagation Due to Unreliable Components in Cyber-Physical System Architectures. - Tanya L. Crenshaw; Elsa L. Gunter; Craig L. Robinson; Lui Sha; P. R. Kumar 001 (RTSS, 2007)

Distributed energy aware cross-layer resource allocation in wireless networks. - Min Cao; Vivek Raghunathan; P. R. Kumar 001 (WICON, 2007)

Control over Networks of Unreliable Links: Controller Location and Performance Bounds. - Craig L. Robinson; P. R. Kumar 001 (WiOpt, 2007)

Guest Editorial Vehicular Networks. - Farooq Anjum; Sunghyun Choi 001; Virgil D. Gligor; Ralf Guido Herrtwich; Jean-Pierre Hubaux; P. R. Kumar 001; Rajeev Shorey; Chin-Tau Lea (IEEE J. Sel. Areas Commun., 2007)

A counterexample in congestion control of wireless networks. - Vivek Raghunathan; P. R. Kumar 001 (Perform. Evaluation, 2007)

Multisource, Multidestination, Multirelay Wireless Networks. - Liang-Liang Xie; Panganamala R. Kumar (IEEE Trans. Inf. Theory, 2007)

Efficient Message Composition and Coding for Cooperative Vehicular Safety Applications. - Craig L. Robinson; Derek Caveney; Lorenzo Caminiti; Girish Baliga; Kenneth P. Laberteaux; P. R. Kumar 001 (IEEE Trans. Veh. Technol., 2007)

Controlled random access MAC for network utility maximization in wireless networks. - Robert J. McCabe; Nikolaos M. Freris; P. R. Kumar 001 (CDC, 2008)

Networked control systems with packet delays and losses. - Craig L. Robinson; P. R. Kumar 001 (CDC, 2008)

Safety and Liveness in Intelligent Intersections. - Hemant Kowshik; Derek Caveney; P. R. Kumar 001 (HSCC, 2008)

Index Policies for Real-Time Multicast Scheduling for Wireless Broadcast Systems. - Vivek Raghunathan; Vivek S. Borkar; Min Cao; P. R. Kumar 001 (INFOCOM, 2008)

Channel Aware Distributed Scheduling for Exploiting Multi-Receiver Diversity and Multiuser Diversity in Ad-Hoc Networks: A Unified PHY/MAC Approach. - Dong Zheng 004; Min Cao; Junshan Zhang; P. R. Kumar 001 (INFOCOM, 2008)

Towards optimally exploiting physical layer information in OFDM wireless networks. - Zheng Zeng 001; P. R. Kumar 001 (WICON, 2008)

Tracking Objects with Networked Scattered Directional Sensors. - Kurt Hermann Plarre; P. R. Kumar 001 (EURASIP J. Adv. Signal Process., 2008)

Guest Editorial Control and Communications. - Massimo Franceschetti; Tara Javidi; P. R. Kumar 001; Sanjoy K. Mitter; Demosthenis Teneketzis (IEEE J. Sel. Areas Commun., 2008)

Optimizing controller location in networked control systems with packet drops. - Craig L. Robinson; P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 2008)

Computational Performance Bounds for Markov Chains With Applications. - James R. Morrison; Panganamala Ramana Kumar (IEEE Trans. Autom. Control., 2008)

A model-based approach to clock synchronization. - Nikolaos M. Freris; Vivek S. Borkar; P. R. Kumar 001 (CDC, 2009)

Joint congestion control and random access MAC in multi-hop wireless networks via a simplified model. - Yan Gao 010; P. R. Kumar 001 (CDC, 2009)

Zero-error function computation in sensor networks. - Hemant Kowshik; P. R. Kumar 001 (CDC, 2009)

Temporal Considerations in Wireless Networks and Cyberphysical Systems. - P. R. Kumar 001 (ICDCN, 2009)

Fundamental Limits on Secure Clock Synchronization and Man-In-The-Middle Detection in Fixed Wireless Networks. - Jerry T. Chiang; Jason J. Haas; Yih-Chun Hu; P. R. Kumar 001; Jihyuk Choi (INFOCOM, 2009)

A Theory of QoS for Wireless. - I-Hong Hou; Vivek S. Borkar; P. R. Kumar 001 (INFOCOM, 2009)

Communication by sleeping: Optimizing a relay channel under wake and transmit power costs. - Vinod M. Prabhakaran; P. R. Kumar 001 (ISIT, 2009)

Admission control and scheduling for QoS guarantees for variable-bit-rate applications on wireless channels. - I-Hong Hou; P. R. Kumar 001 (MobiHoc, 2009)

On approximating Gaussian relay networks by deterministic networks - Manish Anand; P. R. Kumar 001 (CoRR, 2009)

Optimal strategies for computing symmetric Boolean functions in collocated networks - Hemant Kowshik; P. R. Kumar 001 (CoRR, 2009)

The Importance, Design and Implementation of a Middleware for Networked Control Systems - Kyoung-Dae Kim; P. R. Kumar 001 (CoRR, 2009)

Abstractions, Architecture, Mechanisms, and a Middleware for Networked Control. - Scott R. Graham; Girish Baliga; P. R. Kumar 001 (IEEE Trans. Autom. Control., 2009)

Wardrop Routing in Wireless Networks. - Vivek Raghunathan; P. R. Kumar 001 (IEEE Trans. Mob. Comput., 2009)

Design and experimental verification of real-time mechanisms for middleware for networked control. - Kyoung-Dae Kim; P. R. Kumar 001 (ACC, 2010)

CRAFT: a new secure congestion control architecture. - Dongho Kim; Jerry T. Chiang; Yih-Chun Hu; Adrian Perrig; P. R. Kumar 001 (CCS, 2010)

Estimating the state of a Markov chain over a noisy communication channel: A bound and an encoder. - Manish Anand; P. R. Kumar 001 (CDC, 2010)

Bounded ∈-reachability of linear hybrid automata with a deterministic and transversal discrete transition condition. - Kyoung-Dae Kim; Sayan Mitra; P. R. Kumar 001 (CDC, 2010)

Secure network-wide clock synchronization in wireless sensor networks. - Roberto Solis-Robles; Jason J. Haas; Jerry T. Chiang; Yih-Chun Hu; P. R. Kumar 001 (CDC, 2010)

Joint Random Access and Power Selection for Maximal Throughput in Wireless Networks. - Yan Gao 010; Zheng Zeng 001; P. R. Kumar 001 (INFOCOM, 2010)

Utility Maximization for Delay Constrained QoS in Wireless. - I-Hong Hou; P. R. Kumar 001 (INFOCOM, 2010)

Scheduling Heterogeneous Real-Time Traffic over Fading Wireless Channels. - I-Hong Hou; P. R. Kumar 001 (INFOCOM, 2010)

Optimal ordering of transmissions for computing Boolean threshold functions. - Hemant Kowshik; P. R. Kumar 001 (ISIT, 2010)

Optimal computation of symmetric Boolean functions in tree networks. - Hemant Kowshik; P. R. Kumar 001 (ISIT, 2010)

Dynamic channel partition and reservation for structured channel access in vehicular networks. - Ray K. Lam; P. R. Kumar 001 (Vehicular Ad Hoc Networks, 2010)

Utility-optimal scheduling in time-varying wireless networks with delay constraints. - I-Hong Hou; P. R. Kumar 001 (MobiHoc, 2010)

Dynamic Channel Reservation to Enhance Channel Access by Exploiting Structure of Vehicular Networks. - Ray K. Lam; P. R. Kumar 001 (VTC Spring, 2010)

Optimal ordering of transmissions for computing Boolean threhold functions. - Hemant Kowshik; P. R. Kumar 001 (CoRR, 2010)

A digital interface for Gaussian relay networks: lifting codes from the discrete superposition model to Gaussian relay networks - Manish Anand; P. R. Kumar 001 (CoRR, 2010)

Fundamentals of Large Sensor Networks: Connectivity, Capacity, Clocks, and Computation. - Nikolaos M. Freris; Hemant Kowshik; P. R. Kumar 001 (Proc. IEEE, 2010)

Optimality of periodwise static priority policies in real-time communications. - I-Hong Hou; Anh Truong; Santanu Chakraborty; P. R. Kumar 001 (CDC/ECC, 2011)

A Lightweight Deterministic MAC Protocol Using Low Cross-Correlation Sequences. - Dongho Kim; Danesh J. Esteki; Yih-Chun Hu; P. R. Kumar 001 (GLOBECOM, 2011)

Computing bounded ε-reach set with finite precision computations for a class of linear hybrid automata. - Kyoung-Dae Kim; Sayan Mitra; P. R. Kumar 001 (HSCC, 2011)

SOFA: A Sleep-Optimal Fair-Attention Scheduler for the Power-Saving Mode of WLANs. - Zheng Zeng 001; Yan Gao 010; P. R. Kumar 001 (ICDCS, 2011)

Feasibility and optimization of delay guarantees for non-homogeneous flows in IEEE 802.11 WLANs. - Yan Gao 010; Chee Wei Tan 001; Ying Huang; Zheng Zeng 001; P. R. Kumar 001 (INFOCOM, 2011)

CHAIN: Introducing minimum controlled coordination into random access MAC. - Zheng Zeng 001; Yan Gao 010; Kun Tan; P. R. Kumar 001 (INFOCOM, 2011)

Broadcasting delay-constrained traffic over unreliable wireless links with network coding. - I-Hong Hou; P. R. Kumar 001 (MobiHoc, 2011)

Scheduling Periodic Real-Time Tasks with Heterogeneous Reward Requirements. - I-Hong Hou; P. R. Kumar 001 (RTSS, 2011)

Fundamental Limits on Synchronizing Clocks Over Networks. - Nikolaos M. Freris; Scott R. Graham; P. R. Kumar 001 (IEEE Trans. Autom. Control., 2011)

A Digital Interface for Gaussian Relay and Interference Networks: Lifting Codes From the Discrete Superposition Model. - Manish Anand; Panganamala Ramana Kumar (IEEE Trans. Inf. Theory, 2011)

Provable Systemwide Safety in Intelligent Intersections. - Hemant Kowshik; Derek Caveney; P. R. Kumar 001 (IEEE Trans. Veh. Technol., 2011)

The Spatial Smoothing Method of Clock Synchronization in Wireless Networks. - Arvind Giridhar; P. R. Kumar 001 (Theoretical Aspects of Distributed Computing in Sensor Networks, 2011)

Three theories for delays, clocks and security in wireless networks. - P. R. Kumar 001 (MobiCom, 2012)

An orthogonal multiple access coding scheme. - Yih-Chun Hu; P. R. Kumar 001; Jonathan Ponniah (Commun. Inf. Syst., 2012)

Bounded epsilon-Reach Set Computation of a Class of Deterministic and Transversal Linear Hybrid Automata - Kyoung-Dae Kim; Sayan Mitra; P. R. Kumar 001 (CoRR, 2012)

Guest Editorial Cooperative Networking - Challenges and Applications (Part I). - Xuemin Shen; Are Hjørungnes; Qian Zhang 001; P. R. Kumar 001; Zhu Han 001 (IEEE J. Sel. Areas Commun., 2012)

Guest Editorial Cooperative Networking - Challenges and Applications (Part II). - Xuemin (Sherman) Shen; Are Hjørungnes; Qian Zhang 001; P. R. Kumar 001; Zhu Han 001 (IEEE J. Sel. Areas Commun., 2012)

Prolog to the Section on Cyber-Physical Systems. - Kyoung-Dae Kim; P. R. Kumar 001 (Proc. IEEE, 2012)

Cyber-Physical Systems: A Perspective at the Centennial. - Kyoung-Dae Kim; P. R. Kumar 001 (Proc. IEEE, 2012)

Queueing systems with hard delay constraints: a framework for real-time communication over unreliable wireless channels. - I-Hong Hou; P. R. Kumar 001 (Queueing Syst. Theory Appl., 2012)

Optimal Function Computation in Directed and Undirected Graphs. - Hemant Kowshik; P. R. Kumar 001 (IEEE Trans. Inf. Theory, 2012)

Real-time communication over unreliable wireless links: a theory and its applications. - I-Hong Hou; P. R. Kumar 001 (IEEE Wirel. Commun., 2012)

On the optimality of de-synchronized demand response with stochastic renewables and inertial thermal loads. - Gaurav Sharma 005; Le Xie 001; P. R. Kumar 001 (CDC, 2013)

Pathwise performance of debt based policies for wireless networks with hard delay constraints. - Rahul Singh 001; I-Hong Hou; P. R. Kumar 001 (CDC, 2013)

The answer is blowing in the wind: Analysis of powering Internet data centers with wind energy. - Yan Gao 010; Zheng Zeng 001; Xue Liu 001; P. R. Kumar 001 (INFOCOM, 2013)

Large population optimal demand response for thermostatically controlled inertial loads. - Gaurav Sharma 005; Le Xie 001; P. R. Kumar 001 (SmartGridComm, 2013)

Optimal wake-up mechanism for single base station with sleep mode. - Xueying Guo; Sheng Zhou 001; Zhisheng Niu; P. R. Kumar 001 (ITC, 2013)

Model-based clock synchronization protocol for wireless sensor networks. - Nikolaos M. Freris; Vivek S. Borkar; P. R. Kumar 001 (CoRR, 2013)

Optimal Computation of Symmetric Boolean Functions in Collocated Networks. - Hemant Kowshik; P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 2013)

Guest Editorial: In-Network Computation: Exploring the Fundamental Limits. - Panganamala Ramana Kumar; Eyal Kushilevitz; D. Manjunath; Muriel Médard; Alon Orlitsky; R. Srikant 001 (IEEE J. Sel. Areas Commun., 2013)

Real-Time Middleware for Networked Control Systems and Application to an Unstable System. - Kyoung-Dae Kim; P. R. Kumar 001 (IEEE Trans. Control. Syst. Technol., 2013)

Near-Optimal Quantization and Linear Network Coding for Relay Networks. - Anand Muralidhar; P. R. Kumar 001 (IEEE Trans. Inf. Theory, 2013)

Packets with Deadlines: A Framework for Real-Time Wireless Networks - I-Hong Hou; P. R. Kumar 001 (Packets with Deadlines, 2013)

Integrating PMU-data-driven and physics-based analytics for power systems operations. - Yang Chen; Le Xie 001; P. R. Kumar 001 (ACSSC, 2014)

Optimal demand response for thermal inertial loads employing stochastic renewables: A privacy respecting architecture and its continuum scaling limit. - Gaurav Sharma 005; Le Xie 001; Panganamala Ramana Kumar (CDC, 2014)

Power system event classification via dimensionality reduction of synchrophasor data. - Yang Chen; Le Xie 001; Panganamala Ramana Kumar (SAM, 2014)

Fluctuation analysis of debt based policies for wireless networks with hard delay constraints. - Rahul Singh 001; I-Hong Hou; P. R. Kumar 001 (INFOCOM, 2014)

Optimal determination of source-destination connectivity in random graphs. - Luoyi Fu; Xinbing Wang; P. R. Kumar 001 (MobiHoc, 2014)

A layered architecture for EV charging stations based on time scale decomposition. - Ke Ma 003; Le Xie 001; Panganamala Ramana Kumar (SmartGridComm, 2014)

Control: A perspective. - Karl Johan Åström; P. R. Kumar 001 (Autom., 2014)

An MPC-Based Approach to Provable System-Wide Safety and Liveness of Autonomous Ground Traffic. - Kyoung-Dae Kim; Panganamala Ramana Kumar (IEEE Trans. Autom. Control., 2014)

The ISO problem: Decentralized stochastic control via bidding schemes. - Rahul Singh 001; Panganamala Ramana Kumar; Le Xie 001 (Allerton, 2015)

Towards provably safe mixed transportation systems with human-driven and automated vehicles. - Xi Liu 011; Ke Ma 003; P. R. Kumar 001 (CDC, 2015)

Decentralized throughput maximizing policies for deadline-constrained wireless networks. - Rahul Singh 001; Panganamala Ramana Kumar (CDC, 2015)

Optimizing quality of experience of dynamic video streaming over fading wireless networks. - Rahul Singh 001; P. R. Kumar 001 (CDC, 2015)

A theory for the economic operation of a smart grid with stochastic renewables, demand response and storage. - Rahul Singh 001; Ke Ma 003; Anupam A. Thatte; P. R. Kumar 001; Le Xie 001 (CDC, 2015)

Optimal energy-efficient regular delivery of packets in cyber-physical systems. - Xueying Guo; Rahul Singh 001; Panganamala Ramana Kumar; Zhisheng Niu (ICC, 2015)

Index policies for optimal mean-variance trade-off of inter-delivery times in real-time sensor networks. - Rahul Singh 001; Xueying Guo; P. R. Kumar 001 (INFOCOM, 2015)

The two-way multi-relay channel. - Jonathan Ponniah; Liang-Liang Xie; Panganamala Ramana Kumar (ITW, 2015)

A High Reliability Asymptotic Approach for Packet Inter-Delivery Time Optimization in Cyber-Physical Systems. - Xueying Guo; Rahul Singh 001; Panganamala Ramana Kumar; Zhisheng Niu (MobiHoc, 2015)

WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation. - Simon Yau; Liang Ge; Ping-Chun Hsieh; I-Hong Hou; Shuguang Cui; P. R. Kumar 001; Amal Ekbal; Nikhil Kundargi (SIGCOMM, 2015)

A control system framework for privacy preserving demand response of thermal inertial loads. - Abhishek Halder; Xinbo Geng; Gaurav Sharma 005; Le Xie 001; P. R. Kumar 001 (SmartGridComm, 2015)

A clean slate design for secure wireless ad-hoc networks - Part 1: Closed synchronized networks. - Jonathan Ponniah; Yih-Chun Hu; P. R. Kumar 001 (WiOpt, 2015)

A clean slate design for secure wireless ad-hoc networks - Part 2: Open unsynchronized networks. - Jonathan Ponniah; Yih-Chun Hu; P. R. Kumar 001 (WiOpt, 2015)

A Theory for the Operation of the Independent System Operator in a Smart Grid with Stochastic Renewables, Demand Response and Storage. - Rahul Singh 001; Ke Ma 003; Anupam A. Thatte; Panganamala Ramana Kumar; Le Xie 001 (CoRR, 2015)

A Clean Slate Approach to Secure Wireless Networking. - Jonathan Ponniah; Yih-Chun Hu; P. R. Kumar 001 (Found. Trends Netw., 2015)

Characterizing Energy-Delay Tradeoff in Hyper-Cellular Networks With Base Station Sleeping Control. - Zhisheng Niu; Xueying Guo; Sheng Zhou 001; Panganamala Ramana Kumar (IEEE J. Sel. Areas Commun., 2015)

Cross-layer design for cyber-physical systems of coordinated networked vehicles over bi-directional middleware. - Woo-Hyun Ko; Panganamala Ramana Kumar (ACC, 2016)

Secure control of networked cyber-physical systems. - Bharadwaj Satchidanandan; Panganamala Ramana Kumar (CDC, 2016)

Theory and implementation of dynamic watermarking for cybersecurity of advanced transportation systems. - Woo-Hyun Ko; Bharadwaj Satchidanandan; P. R. Kumar 001 (CNS, 2016)

Towards safety of transportation systems with a mixture of automated and human-driven vehicles. - Xi Liu 011; P. R. Kumar 001 (COMSNETS, 2016)

Persistent-homology-based detection of power system low-frequency oscillations using PMUs. - Yang Chen; Harish Chintakunta; Le Xie 001; Yuliy M. Baryshnikov; P. R. Kumar 001 (GlobalSIP, 2016)

Feedback motion planning under non-Gaussian uncertainty and non-convex state constraints. - Mohammadhussein Rafieisakhaei; Amirhossein Tamjidi; Suman Chakravorty; Panganamala Ramana Kumar (ICRA, 2016)

Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by A Load Serving Entity. - Abhishek Halder; Xinbo Geng; P. R. Kumar 001; Le Xie 001 (CoRR, 2016)

Non-Gaussian SLAP: Simultaneous Localization and Planning Under Non-Gaussian Uncertainty in Static and Dynamic Environments. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CoRR, 2016)

Belief Space Planning Simplified: Trajectory-Optimized LQG (T-LQG) (Extended Report). - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CoRR, 2016)

Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: Unreliable Links. - Rahul Singh 001; P. R. Kumar 001 (CoRR, 2016)

Dynamic Adaptive Streaming using Index-Based Learning Algorithms. - Rahul Singh 001; P. R. Kumar 001 (CoRR, 2016)

Delay-Constrained Energy-Optimal Base Station Sleeping Control. - Xueying Guo; Zhisheng Niu; Sheng Zhou 001; P. R. Kumar 001 (IEEE J. Sel. Areas Commun., 2016)

A System-Theoretic Clean Slate Approach to Provably Secure Ad-Hoc Wireless Networking. - Jonathan Ponniah; Yih-Chun Hu; P. R. Kumar 001 (IEEE Trans. Control. Netw. Syst., 2016)

Characterization and Optimization of Delay Guarantees for Real-Time Multimedia Traffic Flows in IEEE 802.11 WLANs. - Yan Gao 010; Chee-Wei Tan 001; Ying Huang; Zheng Zeng 001; P. R. Kumar 001 (IEEE Trans. Mob. Comput., 2016)

The securable subspace of a linear stochastic system with malicious sensors and actuators. - Bharadwaj Satchidanandan; P. R. Kumar 001 (Allerton, 2017)

Outlier rejection for networked control systems based on middleware. - Woo-Hyun Ko; P. R. Kumar 001 (CCNC, 2017)

A near-optimal decoupling principle for nonlinear stochastic systems arising in robotic path planning and control. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CDC, 2017)

On the use of the observability gramian for partially observed robotic path planning problems. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CDC, 2017)

On minimal tests of sensor veracity for dynamic watermarking-based defense of cyber-physical systems. - Bharadwaj Satchidanandan; Panganamala Ramana Kumar (COMSNETS, 2017)

Defending Cyber-Physical Systems from Sensor Attacks. - Bharadwaj Satchidanandan; P. R. Kumar 001 (COMSNETS (Revised Selected Papers and Invited Papers), 2017)

T-LQG: Closed-loop belief space planning via trajectory-optimized LQG. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (ICRA, 2017)

MT-LQG: Multi-agent planning in belief space via trajectory-optimized LQG. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (ICRA, 2017)

Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay. - Ping-Chun Hsieh; Xi Liu 011; Jian Jiao 006; I-Hong Hou; Yunlong Zhang; P. R. Kumar 001 (MobiHoc, 2017)

A Near-Optimal Separation Principle for Nonlinear Stochastic Systems Arising in Robotic Path Planning and Control. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CoRR, 2017)

Near-Optimal Belief Space Planning via T-LQG. - Mohammadhussein Rafieisakhaei; Suman Chakravorty; P. R. Kumar 001 (CoRR, 2017)

Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: II Wireless Networks with Interference. - Rahul Singh 001; P. R. Kumar 001; Eytan H. Modiano (CoRR, 2017)

An Online Defense Framework against Cyber Attacks on Automatic Generation Control. - Tong Huang; Bharadwaj Satchidanandan; P. R. Kumar 001; Le Xie 001 (CoRR, 2017)

Dynamic Watermarking: Active Defense of Networked Cyber-Physical Systems. - Bharadwaj Satchidanandan; P. R. Kumar 001 (Proc. IEEE, 2017)

A Clean Slate Approach to Secure Ad Hoc Wireless Networking-Open Unsynchronized Networks. - Jonathan Ponniah; Yih-Chun Hu; P. R. Kumar 001 (IEEE Trans. Control. Netw. Syst., 2017)

Are We Connected? Optimal Determination of Source-Destination Connectivity in Random Networks. - Luoyi Fu; Xinbing Wang; P. R. Kumar 001 (IEEE/ACM Trans. Netw., 2017)

Safe Intersection Management for Mixed Transportation Systems with Human-Driven and Autonomous Vehicles. - Xi Liu 011; Ping-Chun Hsieh; P. R. Kumar 001 (Allerton, 2018)

The Strategic LQG System: A Dynamic Stochastic VCG Framework for Optimal Coordination. - Ke Ma 003; P. R. Kumar 001 (CDC, 2018)

On the Operational Significance of the Securable Subspace for Partially Observed Linear Stochastic Systems. - Bharadwaj Satchidanandan; P. R. Kumar 001 (CDC, 2018)

Localization of forced oscillations in the power grid under resonance conditions. - Tong Huang; Nikolaos M. Freris; P. R. Kumar 001; Le Xie 001 (CISS, 2018)

TrackMAC: An IEEE 802.11ad-compatible beam tracking-based MAC protocol for 5G millimeter-wave local area networks. - Bharadwaj Satchidanandan; Simon Yau; P. R. Kumar 001; Ahsan Aziz; Amal Ekbal; Nikhil Kundargi (COMSNETS, 2018)

A Directional Medium Access Control Protocol for 5G Millimeter-Wave Local Area Networks. - Bharadwaj Satchidanandan; Simon Yau; Venkata Siva Santosh Ganji; P. R. Kumar 001; Ahsan Aziz; Amal Ekbal; Nikhil Kundargi (COMSNETS (Extended Selected Papers), 2018)

Preserving Privacy and Fidelity via Ehrhart Theory. - Arun Padakandla; P. R. Kumar 001; Wojciech Szpankowski (ISIT, 2018)

PULS: Processor-Supported Ultra-Low Latency Scheduling. - Simon Yau; Ping-Chun Hsieh; Rajarshi Bhattacharyya; K. R. Kartic Bhargav; Srinivas Shakkottai; I-Hong Hou; P. R. Kumar 001 (MobiHoc, 2018)

Heteroscedastic Bandits with Reneging. - Ping-Chun Hsieh; Xi Liu 011; Anirban Bhattacharya; P. R. Kumar 001 (CoRR, 2018)

Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem. - Rahul Singh 001; P. R. Kumar 001; Le Xie 001 (IEEE Trans. Autom. Control., 2018)

A Risk-Sensitive Approach for Packet Inter-Delivery Time Optimization in Networked Cyber-Physical Systems. - Xueying Guo; Rahul Singh 001; P. R. Kumar 001; Zhisheng Niu (IEEE/ACM Trans. Netw., 2018)

Optimal Information Updating based on Value of Information. - Rahul Singh 001; Gopal Krishna Kamath; P. R. Kumar 001 (Allerton, 2019)

Iris: A Directional MAC Protocol With Applications to Millimeter-Wave Mobile Ad-Hoc Networks. - Bharadwaj Satchidanandan; Venkata Siva Santosh Ganji; P. R. Kumar 001 (COMSNETS, 2019)

Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging. - Ping-Chun Hsieh; Xi Liu 011; Anirban Bhattacharya; P. R. Kumar 001 (ICML, 2019)

Fast Electromagnetic Transient Simulation Based on Hierarchical Low-Rank Approximation. - Lu Zhang; Bin Wang; Dongqi Wu; Le Xie 001; P. R. Kumar 001; Weiping Shi (ISGT, 2019)

Optimal Decentralized Dynamic Policies for Video Streaming over Wireless Channels. - Rahul Singh 001; P. R. Kumar 001 (CoRR, 2019)

Bandit Learning Through Biased Maximum Likelihood Estimation. - Xi Liu 011; Ping-Chun Hsieh; Anirban Bhattacharya; P. R. Kumar 001 (CoRR, 2019)

Optimal Control of Thermostatic Loads for Planning Aggregate Consumption: Characterization of Solution and Explicit Strategies. - Fernando A. C. C. Fontes; Abhishek Halder; Jorge A. Becerril; P. R. Kumar 001 (IEEE Control. Syst. Lett., 2019)

Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links. - Rahul Singh 001; P. R. Kumar 001 (IEEE Trans. Autom. Control., 2019)

Scenario-Based Economic Dispatch With Uncertain Demand Response. - Hao Ming; Le Xie 001; Marco Claudio Campi; Simone Garatti; P. R. Kumar 001 (IEEE Trans. Smart Grid, 2019)

A Privacy Preserving Model-Free Optimization and Control Framework for Demand Response from Residential Thermal Loads. - Sivaranjani S.; P. R. Kumar 001; Le Xie 001 (CDC, 2020)

The Watermark-Securable Subspace of a Linear System Containing a Single Malicious Actuator. - Bharadwaj Satchidanandan; P. R. Kumar 001 (COMSNETS, 2020)

Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits. - Xi Liu 011; Ping-Chun Hsieh; Yu-Heng Hung; Anirban Bhattacharya; P. R. Kumar 001 (ICML, 2020)

BeamSurfer: simple in-band beam management for mobile mm-wave devices. - Venkata Siva Santosh Ganji; Tzu-Hsiang Lin; Francisco A. Espinal; P. R. Kumar 001 (SIGCOMM Posters and Demos, 2020)

Learning in Networked Control Systems. - Rahul Singh 001; P. R. Kumar 001 (CoRR, 2020)

A Survey of Cybersecurity and Resilience of Digital Manufacturing. - Priyanka Mahesh; Akash Tiwari; Chenglu Jin; Panganamala R. Kumar; A. L. Narasimha Reddy; Satish T. S. Bukkapatnam; Nikhil Gupta 002; Ramesh Karri (CoRR, 2020)

Reward Biased Maximum Likelihood Estimation for Reinforcement Learning. - Akshay Mete; Rahul Singh 001; P. R. Kumar 001 (CoRR, 2020)

Detection of Cyber Attacks in Renewable-rich Microgrids Using Dynamic Watermarking. - Tong Huang; Bin Wang; Jorge Ramos-Ruiz; Prasad Enjeti; P. R. Kumar 001; Le Xie 001 (CoRR, 2020)

On the Design of Security-Guaranteeing Dynamic Watermarks. - Bharadwaj Satchidanandan; P. R. Kumar 001 (IEEE Control. Syst. Lett., 2020)

Dynamic Watermarking-based Defense of Transportation Cyber-physical Systems. - Woo-Hyun Ko; Bharadwaj Satchidanandan; P. R. Kumar 001 (ACM Trans. Cyber Phys. Syst., 2020)

The Trade-Off Between Privacy and Fidelity via Ehrhart Theory. - Arun Padakandla; P. R. Kumar 001; Wojciech Szpankowski (IEEE Trans. Inf. Theory, 2020)

Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits. - Yu-Heng Hung; Ping-Chun Hsieh; Xi Liu 011; P. R. Kumar 001 (AAAI, 2021)

UNBLOCK: Low Complexity Transient Blockage Recovery for Mobile mm-Wave Devices. - Venkata Siva Santosh Ganji; Tzu-Hsiang Lin; Francisco A. Espinal; P. R. Kumar 001 (COMSNETS, 2021)

Reward Biased Maximum Likelihood Estimation for Reinforcement Learning. - Akshay Mete; Rahul Singh 001; Xi Liu 011; P. R. Kumar 001 (L4DC, 2021)

Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs. - Tao Liu 035; Ruida Zhou; Dileep Kalathil; Panganamala R. Kumar; Chao Tian 002 (NeurIPS, 2021)

Silent tracker: in-band beam management for soft handover for mm-wave networks. - Santosh Ganji; Tzu-Hsiang Lin; Jaewon Kim; P. R. Kumar 001 (SIGCOMM Posters and Demos, 2021)

An Efficient Network Solver for Dynamic Simulation of Power Systems Based on Hierarchical Inverse Computation and Modification. - Lu Zhang; Bin Wang; Vivek Sarin; Weiping Shi; P. R. Kumar 001; Le Xie 001 (CoRR, 2021)

Learning from Small Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales. - Tao Liu 035; P. R. Kumar 001; Xi Liu 011 (CoRR, 2021)

Overcoming Pedestrian Blockage in mm-Wave Bands using Ground Reflections. - Santosh Ganji; Romil Sonigra; P. R. Kumar 001 (CoRR, 2021)

Fast Global Convergence of Policy Optimization for Constrained MDPs. - Tao Liu 035; Ruida Zhou; Dileep Kalathil; P. R. Kumar 001; Chao Tian 002 (CoRR, 2021)

A Survey of Cybersecurity of Digital Manufacturing. - Priyanka Mahesh; Akash Tiwari; Chenglu Jin; Panganamala R. Kumar; A. L. Narasimha Reddy; Satish T. S. Bukkapatnam; Nikhil Gupta 002; Ramesh Karri (Proc. IEEE, 2021)

Incentive Compatibility in Stochastic Dynamic Systems. - Ke Ma 003; P. R. Kumar 001 (IEEE Trans. Autom. Control., 2021)

Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks With End-to-End Deadline Constraints. - Rahul Singh 001; P. R. Kumar 001 (IEEE/ACM Trans. Netw., 2021)

The RBMLE method for Reinforcement Learning. - Akshay Mete; Rahul Singh 001; P. R. Kumar 001 (CISS, 2022)

Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales. - Tao Liu 035; P. R. Kumar 001; Ruida Zhou; Xi Liu 011 (NeurIPS, 2022)

Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems. - Akshay Mete; Rahul Singh 001; P. R. Kumar 001 (NeurIPS, 2022)

Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning. - Ruida Zhou; Tao Liu 035; Dileep Kalathil; P. R. Kumar 001; Chao Tian 002 (NeurIPS, 2022)

Terra: blockage resilience in outdoor mm-wave networks. - Santosh Ganji; Jaewon Kim; P. R. Kumar 001 (SIGCOMM Posters and Demos, 2022)

On a Control Architecture for Future Electric Energy Systems. - Le Xie 001; Tong Huang; P. R. Kumar 001; Anupam A. Thatte; Sanjoy K. Mitter (CoRR, 2022)

Terra: Blockage Resilience in Outdoor mmWave Networks. - Santosh Ganji; Jaewon Kim; P. R. Kumar 001 (CoRR, 2022)

Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality. - Le Xie 001; Tong Huang; Xiangtian Zheng 002; Yan Liu 002; Mengdi Wang; Vijay Vittal; P. R. Kumar 001; Srinivas Shakkottai; Yi Cui (CoRR, 2022)

Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality. - Le Xie 001; Tong Huang; Xiangtian Zheng 002; Yan Liu 002; Mengdi Wang; Vijay Vittal; P. R. Kumar 001; Srinivas Shakkottai; Yi Cui (Patterns, 2022)

On an Information and Control Architecture for Future Electric Energy Systems. - Le Xie 001; Tong Huang; P. R. Kumar 001; Anupam A. Thatte; Sanjoy K. Mitter (Proc. IEEE, 2022)

BeamSurfer: Minimalist Beam Management of Mobile mm-Wave Devices. - Venkata Siva Santosh Ganji; Tzu-Hsiang Lin; Francisco A. Espinal; P. R. Kumar 001 (IEEE Trans. Wirel. Commun., 2022)

Bounded (O(1)) Regret Recommendation Learning via Synthetic Controls Oracle. - Hyunwook Kang; P. R. Kumar 001 (Allerton, 2023)

The Reward Biased Method: An Optimism based Approach for Reinforcement Learning. - Akshay Mete; Rahul Singh 001; P. R. Kumar 001 (Allerton, 2023)

Seeing the Unseen: The REVEAL Protocol to Catch the Wireless Man-in-the-Middle. - Santosh Ganji; P. R. Kumar 001 (S3@MobiCom, 2023)

Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. - Youbang Sun; Tao Liu 035; Ruida Zhou; P. R. Kumar 001; Shahin Shahrampour (NeurIPS, 2023)

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation. - Ruida Zhou; Tao Liu 035; Min Cheng; Dileep Kalathil; P. R. Kumar 001; Chao Tian 002 (NeurIPS, 2023)

Designing an Intrusion Detection for an Adjustable Speed Drive System Controlling a Critical Process. - Faris H. Alotaibi; Hasan Ibrahim; Jaewon Kim; P. R. Kumar 001; Prasad Enjeti (IEEE Access, 2023)

Recommender system as an exploration coordinator: a bounded O(1) regret algorithm for large platforms. - Hyunwook Kang; P. R. Kumar 001 (CoRR, 2023)

Finite Time Regret Bounds for Minimum Variance Control of Autoregressive Systems with Exogenous Inputs. - Rahul Singh 001; Akshay Mete; Avik Kar; P. R. Kumar 001 (CoRR, 2023)

Value-Biased Maximum Likelihood Estimation for Model-based Reinforcement Learning in Discounted Linear MDPs. - Yu-Heng Hung; Ping-Chun Hsieh; Akshay Mete; P. R. Kumar 001 (CoRR, 2023)

Dynamic Watermarking for Cybersecurity of Autonomous Vehicles. - Lantian Shangguan; Kenny Chour; Woo-Hyun Ko; Jaewon Kim; Gopal Krishna Kamath; Bharadwaj Satchidanandan; Swaminathan Gopalswamy; P. R. Kumar 001 (IEEE Trans. Ind. Electron., 2023)

Provable Policy Gradient Methods for Average-Reward Markov Potential Games. - Min Cheng; Ruida Zhou; P. R. Kumar 001; Chao Tian 002 (AISTATS, 2024)

Dynamic Watermarking for Cyber-Security of Nonlinear Stochastic Systems. - Tzu-Hsiang Lin; P. R. Kumar 001 (CDC, 2024)

Finite Time Logarithmic Regret Bounds for Self-Tuning Regulation. - Rahul Singh 001; Akshay Mete; Avik Kar; Panganamala R. Kumar (ICML, 2024)

Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL. - Enoch H. Kang; P. R. Kumar 001 (NeurIPS, 2024)

The Transmission Value of Energy Storage and Fundamental Limitations. - Qian Zhang 001; P. R. Kumar 001; Le Xie 001 (CoRR, 2024)

Optimal demand response policies for inertial thermal loads under stochastic renewable sources. - Gaurav Sharma; P. R. Kumar 001 (CoRR, 2024)

Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization. - Youbang Sun; Tao Liu 035; P. R. Kumar 001; Shahin Shahrampour (IEEE Control. Syst. Lett., 2024)

Robust Dynamic Watermarking for Cyber-Physical Security of Inverter-Based Resources in Power Distribution Systems. - Woo-Hyun Ko; Jorge Ramos-Ruiz; Tong Huang; Jaewon Kim; Hasan Ibrahim; Prasad N. Enjeti; P. R. Kumar 001; Le Xie 001 (IEEE Trans. Ind. Electron., 2024)

TERRA: Beam Management for Outdoor mm-Wave Networks. - Santosh Ganji; Jaewon Kim; Romil Sonigra; P. R. Kumar 001 (IEEE Trans. Wirel. Commun., 2024)

Enhancing Cybersecurity for Industrial Control Systems: Innovations in Protecting PLC-Dependent Industrial Infrastructures. - Peng-Hao Huang; Jaewon Kim; P. R. Kumar 001; Jeyavijayan Rajendran; Prasad Enjeti (IEEE Internet Things J., 2024)

Seeing the Unseen: The REVEAL Protocol to Expose the Wireless Man-in-the-Middle. - Santosh Ganji; P. R. Kumar 001 (IEEE Trans. Wirel. Commun., 2024)

Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models. - Min Cheng; Fatemeh Doudi; Dileep Kalathil; Mohammad Ghavamzadeh; Panganamala R. Kumar (CoRR, 2025)