Dana Nau

Dana Nau

University of Maryland

H-index: 66

North America-United States

About Dana Nau

Dana Nau, With an exceptional h-index of 66 and a recent h-index of 26 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Artificial Intelligence, Automated Planning, Heuristic Search, Evolutionary Game Theory, Game Tree Search.

His recent articles reflect a diverse array of research interests and contributions to the field:

Surrogate Bayesian Networks for Approximating Evolutionary Games

Automatically Learning HTN Methods from Landmarks

Explaining the evolution of gossip

Relating Goal and Environmental Complexity for Improved Task Transfer: Initial Results

ACRS4SDN: An autonomous cyber response system for software-defined networks

Teaching an HTN learner

A Mean Field Game Model of Spatial Evolutionary Games

HTN Replanning from the Middle

Dana Nau Information

University

Position

___

Citations(all)

24148

Citations(since 2020)

4576

Cited By

21222

hIndex(all)

66

hIndex(since 2020)

26

i10Index(all)

212

i10Index(since 2020)

69

Email

University Profile Page

University of Maryland

Google Scholar

View Google Scholar Profile

Dana Nau Skills & Research Interests

Artificial Intelligence

Automated Planning

Heuristic Search

Evolutionary Game Theory

Game Tree Search

Top articles of Dana Nau

Title

Journal

Author(s)

Publication Date

Surrogate Bayesian Networks for Approximating Evolutionary Games

Vincent Hsiao

Dana S Nau

Bobak Pezeshki

Rina Dechter

2024/4/18

Automatically Learning HTN Methods from Landmarks

arXiv preprint arXiv:2404.06325

Ruoxi Li

Dana Nau

Mark Roberts

Morgan Fine-Morris

2024/4/9

Explaining the evolution of gossip

Proceedings of the National Academy of Sciences

Xinyue Pan

Vincent Hsiao

Dana S Nau

Michele J Gelfand

2024/2/27

Relating Goal and Environmental Complexity for Improved Task Transfer: Initial Results

Sunandita Patra

Paul Rademacher

Kristen Jacobson

Kyle Hassold

Onur Kulaksizoglu

...

2023/12/4

ACRS4SDN: An autonomous cyber response system for software-defined networks

US Naval Research Laboratory, Tech. Rep.

ALEXANDER Velazquez

BRUCE Montrose

MARGERY Li

J Luo

M Kang

...

2022/4/18

Teaching an HTN learner

Proceedings of the 5th ICAPS Workshop on Hierarchical Planning (HPlan 2022)

Ruoxi Li

Mark Roberts

Morgan Fine-Morris

Dana Nau

2022

A Mean Field Game Model of Spatial Evolutionary Games

Vincent Hsiao

Dana Nau

2022/5/9

HTN Replanning from the Middle

The International FLAIRS Conference Proceedings

Yash Bansod

Sunandita Patra

Dana Nau

Mark Roberts

2022/5/4

A hierarchical goal-biased curriculum for training reinforcement learning

The international FLAIRS conference proceedings

Sunandita Patra

Mark Cavolowsky

Onur Kulaksizoglu

Ruoxi Li

Laura Hiatt

...

2022/5/4

Fast Fourier Transform Reductions for Bayesian Network Inference

Vincent Hsiao

Dana Nau

Rina Dechter

2022/5/3

A Demonstration of Refinement Acting, Planning and Learning System Using Operational Models

Sunandita Patra

James Mason

Malik Ghallab

Paolo Traverso

Dana Nau

2021

Using online planning and acting to recover from cyberattacks on software-defined networks

Proceedings of the AAAI Conference on Artificial Intelligence

Sunandita Patra

Alex Velazquez

Myong Kang

Dana Nau

2021/5/18

Integrating Planning and Acting With a Re-Entrant HTN Planner

ICAPS Workshop on Hierarchical Planning (HPlan)

Yash Bansod

Dana Nau

Sunandita Patra

Mak Roberts

2021

Decentralized Refinement Planning and Acting

Proceedings of the International Conference on Automated Planning and Scheduling

Ruoxi Li

Sunandita Patra

Dana S Nau

2021/5/17

Coordination and Control of Hierarchically Organized Interacting Agents

Sunandita Patra

Paolo Traverso

Malik Ghallab

Dana Nau

2021/5/17

GTPyhop: A hierarchical goal+ task planner implemented in Python

HPlan 2021

Dana Nau

Yash Bansod

Sunandita Patra

Mark Roberts

Ruoxi Li

2021

Deliberative acting, planning and learning with hierarchical operational models

Artificial Intelligence

Sunandita Patra

James Mason

Malik Ghallab

Dana Nau

Paolo Traverso

2021

Approximating spatial evolutionary games using bayesian networks

Vincent Hsiao

Xinyue Pan

Dana Nau

Rina Dechter

2021/5/3

Integrating evolutionary game theory and cross-cultural psychology to understand cultural dynamics.

American Psychologist

Xinyue Pan

Michele Gelfand

Dana Nau

2021/9

The relationship between cultural tightness–looseness and COVID-19 cases and deaths: a global analysis

The Lancet planetary health

Michele J Gelfand

Joshua Conrad Jackson

Xinyue Pan

Dana Nau

Dylan Pieper

...

2021/3/1

See List of Professors in Dana Nau University(University of Maryland)

Co-Authors

H-index: 95
Jim Hendler

Jim Hendler

Rensselaer Polytechnic Institute

H-index: 91
Michele Gelfand

Michele Gelfand

University of Maryland

H-index: 78
V.S. Subrahmanian

V.S. Subrahmanian

Dartmouth College

H-index: 61
Bijan Parsia

Bijan Parsia

Manchester University

H-index: 59
Satyandra K. Gupta

Satyandra K. Gupta

University of Southern California

academic-engine