Victoria Manfredi

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Relational Deep Reinforcement Learning for Routing in Wireless Networks
Victoria Manfredi, Alicia Wolfe, Bing Wang, Xiaolan Zhang
2021, International Symposium on a World of Wireless, Mobile, and Multimedia Networks (WoWMoM)
Keywords: multi-hop routing, wireless networks, deep neural networks, reinforcement learning
[pdf, slides]

Quantifying Unlinkability in Multi-hop Wireless Networks
Victoria Manfredi, Cameron Donnay Hill
2020, International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)
Keywords: unlinkability, multi-hop routing, wireless networks
pdf, slides]

MultiFlow: Cross-Connection Decoy Routing using TLS 1.3 Session Resumption
Victoria Manfredi, Pi Songkuntham
2018, 8th USENIX Workshop on Free and Open Communications on the Internet (FOCI)
Keywords: anti-censorship, decoy routing
[pdf, slides]

SHARE: Scalable Hybrid Adaptive Routing for dynamic multi-hop Environments
Victoria Manfredi, Will Tetteh, Ram Ramanathan, Regina Hain, Dorene Ryder
2017, IEEE Conference on Ubiquitous Intelligence and Computing (UIC), Awarded best industry paper.
Keywords: routing, wireless, ad hoc networks
[pdf, slides]

Rebound: Decoy Routing on Asymmetric Routes Via Error Messages
Daniel Ellard, Alden Jackson, Christine Jones, Victoria Manfredi, W. Timothy Strayer, Bishal Thapa, Megan Van Welie
2015, IEEE Conference on Local Computer Networks (LCN)
Keywords: anti-censorship, decoy routing

Scalability Analysis of Grid-Based Multi-Hop Wireless Networks
Rahul Urgaonkar, Victoria Manfredi, Ram Ramanathan
2013, International Conference on COMmunication Systems and NETworkS (COMSNETS)
Keywords: routing, wireless networks

Understanding Stateful vs. Stateless Communication Strategies for Ad hoc Networks
Victoria Manfredi, Mark Crovella, Jim Kurose
2011, Annual International Conference on Mobile Computing and Networking (MobiCom)
Keywords: routing, ad hoc networks, delay tolerant networks
[pdf, slides]

Sensor Control and Scheduling Strategies for Sensor Networks
Victoria Manfredi
2009, PhD Thesis, Advisor: Jim Kurose
[pdf, slides]

Separation of Sensor Control and Data in Closed-Loop Sensor Networks
Victoria Manfredi, Jim Kurose, Naceur Malouch, Chun Zhang, Michael Zink
2009, IEEE International Conference on Sensing, Communication and Networking (SECON)
Keywords: sensor networks
[pdf, tech rep, slides]

Evaluating the Control Overhead of Routing Protocols in Dynamic Ad Hoc Networks
Victoria Manfredi, Robert Hancock, Jim Kurose
2009, Annual Conference of the International Technology Alliance (ACITA), Short paper
Keywords: routing, ad hoc networks

Robust Routing in Dynamic MANETS
Victoria Manfredi, Robert Hancock, Jim Kurose
2008, Annual Conference of the International Technology Alliance (ACITA)
Keywords: routing, ad hoc networks
[pdf, tech rep, slides]

Scan Strategies for Adaptive Meteorological Radars
Victoria Manfredi, Jim Kurose
2007, Advances in Neural Information Processing Systems (NIPS) 21
Keywords: reinforcement learning, sensor networks
[pdf, tech rep, poster]

Switching Kalman Filters for Prediction and Tracking in an Adaptive Meteorological Sensing Network Victoria Manfredi, Sridhar Mahadevan, Jim Kurose
2005, IEEE International Conference on Sensing, Communication and Networking (SECON
Keywords: Kalman filters, sensor networks
[pdf, tech rep, slides]

Meteorological Command and Control: An End-to-end Architecture for a Hazardous Weather Detection Sensor Network
Michael Zink, David Westbrook, Sherief Abdallah, Bryan Horling, Vijay Lakamraju, Eric Lyons, Victoria Manfredi, Jim Kurose, Kurt Hondl
2005, Mobisys Workshop on End-to-End, Sense-and-Respond Systems, Applications and Services
Keywords: sensor networks

Hierarchical Reinforcement Learning Using Graphical Models
Victoria Manfredi, Sridhar Mahadevan
2005, ICML Workshop on Rich Representations for Reinforcement Learning
Keywords: reinforcement learning, dynamic Bayesian networks
[pdf, tech rep, slides]

Learning Hierarchical Models of Activity
Sarah Osentoski, Victoria Manfredi, Sridhar Mahadevan
2004, IEEE/RSJ International Conference on Intelligent Robots and Systems
Keywords: robotics, dynamic Bayesian networks

Nonlinear Credit Assignment for Musical Sequences
Judy Franklin, Victoria Manfredi
2002, 2nd International Workshop on Intelligent Systems Design and Applications
Keywords: reinforcement learning, neural networks

Nonlinear Algorithms for Reinforcement Learning
Victoria Manfredi
2002, Undergraduate Honors Thesis, Advisor: Judy Franklin