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David V. Pynadath

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affiliation: University of Southern California, Los Angeles, USA

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2020 – today

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2024
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Nikolos Gurney, David V. Pynadath, Volkan Ustun:
Spontaneous Theory of Mind for Artificial Intelligence. HCI (1) 2024: 60-75
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Nikolos Gurney, Fred Morstatter, David V. Pynadath, Adam Russell, Gleb Satyukov:
Operational Collective Intelligence of Humans and Machines. HCI (8) 2024: 296-308
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Volkan Ustun, Ronit Jorvekar, Nikolos Gurney, David V. Pynadath, Yunzhe Wang:
Assessing Routing Decisions of Search and Rescue Teams in Service of an Artificial Social Intelligence Agent. ICAART (1) 2024: 313-320
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Nikolos Gurney, David V. Pynadath, Volkan Ustun:
Spontaneous Theory of Mind for Artificial Intelligence. CoRR abs/2402.13272 (2024)
[i11]
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Nikolos Gurney, Fred Morstatter, David V. Pynadath, Adam Russell, Gleb Satyukov:
Operational Collective Intelligence of Humans and Machines. CoRR abs/2402.13273 (2024)
[i10]
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Shuo Huang, Fred Jones, Nikolos Gurney, David V. Pynadath, Kunal Srivastava, Stoney Trent, Peggy Wu, Quanyan Zhu:
PsybORG+: Modeling and Simulation for Detecting Cognitive Biases in Advanced Persistent Threats. CoRR abs/2408.01310 (2024)
2023
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David V. Pynadath, Bistra Dilkina, David C. Jeong, Richard S. John, Stacy C. Marsella, Chirag Merchant, Lynn C. Miller, Stephen J. Read:
Disaster world. Comput. Math. Organ. Theory 29(1): 84-117 (2023)
[c67]
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Nikolos Gurney, John H. Miller, David V. Pynadath:
The Role of Heuristics and Biases during Complex Choices with an AI Teammate. AAAI 2023: 5993-6001
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Haochen Wu, Pedro Sequeira, David V. Pynadath:
Multiagent Inverse Reinforcement Learning via Theory of Mind Reasoning. AAMAS 2023: 708-716
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David V. Pynadath, Nikolos Gurney, Sarah Kenny, Rajay Kumar, Stacy C. Marsella, Haley Matuszak, Hala Mostafa, Pedro Sequeira, Volkan Ustun, Peggy Wu:
Effectiveness of Teamwork-Level Interventions through Decision-Theoretic Reasoning in a Minecraft Search-and-Rescue Task. AAMAS 2023: 2334-2336
[c64]
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Nikolos Gurney, David V. Pynadath, Ning Wang:
My Actions Speak Louder Than Your Words: When User Behavior Predicts Their Beliefs About Agents' Attributes. HCI (41) 2023: 232-248
[c63]
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Ning Wang, David V. Pynadath, Nikolos Gurney:
The Design of Transparency Communication for Human-Multirobot Teams. HCI (41) 2023: 311-321
[c62]
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Nikolos Gurney, David V. Pynadath, Ning Wang:
Comparing Psychometric and Behavioral Predictors of Compliance During Human-AI Interactions. PERSUASIVE 2023: 175-197
[i9]
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Nikolos Gurney, John H. Miller, David V. Pynadath:
The Role of Heuristics and Biases During Complex Choices with an AI Teammate. CoRR abs/2301.05969 (2023)
[i8]
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Nikolos Gurney, David V. Pynadath, Ning Wang:
My Actions Speak Louder Than Your Words: When User Behavior Predicts Their Beliefs about Agents' Attributes. CoRR abs/2301.09011 (2023)
[i7]
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Nikolos Gurney, David V. Pynadath, Ning Wang:
Comparing Psychometric and Behavioral Predictors of Compliance During Human-AI Interactions. CoRR abs/2302.01854 (2023)
[i6]
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Haochen Wu, Pedro Sequeira, David V. Pynadath:
Multiagent Inverse Reinforcement Learning via Theory of Mind Reasoning. CoRR abs/2302.10238 (2023)
2022
[c61]
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Nikolos Gurney, David V. Pynadath, Ning Wang:
Measuring and Predicting Human Trust in Recommendations from an AI Teammate. HCI (35) 2022: 22-34
[c60]
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David V. Pynadath, Nikolos Gurney, Ning Wang:
Explainable Reinforcement Learning in Human-Robot Teams: The Impact of Decision-Tree Explanations on Transparency. RO-MAN 2022: 749-756
[c59]
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Nikolos Gurney, David V. Pynadath:
Robots with Theory of Mind for Humans: A Survey^*. RO-MAN 2022: 993-1000
2021
[c58]
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Nikolos Gurney, Stacy Marsella, Volkan Ustun, David V. Pynadath:
Operationalizing Theories of Theory of Mind: A Survey. ToM for Teams 2021: 3-20
[c57]
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Yunzhe Wang, Nikolos Gurney, Jincheng Zhou, David V. Pynadath, Volkan Ustun:
Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent. ToM for Teams 2021: 220-228

2010 – 2019

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2019
[c56]
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Max Johnson, Ning Wang, David V. Pynadath:
Simulating Team Tutoring in Multiagent Environments. TTW@AIED 2019: 87-96
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David V. Pynadath, Ning Wang, Sreekar Kamireddy:
A Markovian Method for Predicting Trust Behavior in Human-Agent Interaction. HAI 2019: 171-178
2018
[c54]
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David V. Pynadath, Ning Wang, Richard Yang:
Simulating Collaborative Learning through Decision-Theoretic Agents. TTW@AIED 2018: 36-47
[c53]
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David V. Pynadath, Ning Wang, Ericka Rovira, Michael J. Barnes:
Clustering Behavior to Recognize Subjective Beliefs in Human-Agent Teams. AAMAS 2018: 1495-1503
[c52]
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Ning Wang, David V. Pynadath, Ericka Rovira, Michael J. Barnes, Susan G. Hill:
Is It My Looks? Or Something I Said? The Impact of Explanations, Embodiment, and Expectations on Trust and Performance in Human-Robot Teams. PERSUASIVE 2018: 56-69
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David V. Pynadath, Michael J. Barnes, Ning Wang, Jessie Y. C. Chen:
Transparency Communication for Machine Learning in Human-Automation Interaction. Human and Machine Learning 2018: 75-90
2017
[c51]
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Ning Wang, David V. Pynadath, Susan G. Hill, Chirag Merchant:
The Dynamics of Human-Agent Trust with POMDP-Generated Explanations. IVA 2017: 459-462
2016
[c50]
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David V. Pynadath, Heather Rosoff, Richard S. John:
Semi-Automated Construction of Decision-Theoretic Models of Human Behavior. AAMAS 2016: 891-899
[c49]
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Ning Wang, David V. Pynadath, Susan G. Hill:
The Impact of POMDP-Generated Explanations on Trust and Performance in Human-Robot Teams. AAMAS 2016: 997-1005
[c48]
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Kallirroi Georgila, David V. Pynadath:
Towards a Computational Model of Human Opinion Dynamics in Response to Real-World Events. FLAIRS 2016: 44-49
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Ning Wang, David V. Pynadath, Susan G. Hill:
Trust Calibration within a Human-Robot Team: Comparing Automatically Generated Explanations. HRI 2016: 109-116
[c46]
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Ali Jalal-Kamali, David V. Pynadath:
Toward a Bayesian Network Model of Events in International Relations. SBP-BRiMS 2016: 311-322
2015
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Ning Wang, David V. Pynadath, Stacy C. Marsella:
Subjective Perceptions in Wartime Negotiation. IEEE Trans. Affect. Comput. 6(2): 118-126 (2015)
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Bexy Alfonso, David V. Pynadath, Margot Lhommet, Stacy Marsella:
Emotional perception for updating agents' beliefs. ACII 2015: 201-207
[c44]
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Jonathan Gratch, Susan G. Hill, Louis-Philippe Morency, David V. Pynadath, David R. Traum:
Exploring the Implications of Virtual Human Research for Human-Robot Teams. HCI (11) 2015: 186-196
[c43]
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Ning Wang, David V. Pynadath, K. V. Unnikrishnan, Santosh Shankar, Chirag Merchant:
Intelligent Agents for Virtual Simulation of Human-Robot Interaction. HCI (11) 2015: 228-239
2014
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David V. Pynadath, Paul S. Rosenbloom, Stacy C. Marsella:
Reinforcement Learning for Adaptive Theory of Mind in the Sigma Cognitive Architecture. AGI 2014: 143-154
[c41]
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Trevor Sarratt, David V. Pynadath, Arnav Jhala:
Converging to a player model in Monte-Carlo Tree Search. CIG 2014: 1-7
2013
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Ning Wang, David V. Pynadath, Stacy C. Marsella:
Subjective Perceptions in Wartime Negotiation. ACII 2013: 540-545
[c39]
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David V. Pynadath, Paul S. Rosenbloom, Stacy C. Marsella, Lingshan Li:
Modeling Two-Player Games in the Sigma Graphical Cognitive Architecture. AGI 2013: 98-108
[c38]
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David V. Pynadath, Ning Wang, Stacy Marsella:
Computational Models of Human Behavior in Wartime Negotiations. CogSci 2013
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David V. Pynadath, Ning Wang, Stacy C. Marsella:
Are You Thinking What I'm Thinking? An Evaluation of a Simplified Theory of Mind. IVA 2013: 44-57
[i5]
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  - journals/corr/abs-1301-3888
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David V. Pynadath, Michael P. Wellman:
Probabilistic State-Dependent Grammars for Plan Recognition. CoRR abs/1301.3888 (2013)
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David V. Pynadath, Michael P. Wellman:
Accounting for Context in Plan Recognition, with Application to Traffic Monitoring. CoRR abs/1302.4980 (2013)
2012
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Ning Wang, David V. Pynadath, Stacy C. Marsella:
Toward Automatic Verification of Multiagent Systems for Training Simulations. ITS 2012: 151-161
2011
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Junda Chen, Abram Demski, Teawon Han, Louis-Philippe Morency, David V. Pynadath, Nicole Rafidi, Paul S. Rosenbloom:
Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture. BICA 2011: 64-72
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Gal A. Kaminka, David V. Pynadath, Milind Tambe:
Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach. CoRR abs/1106.1816 (2011)
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David V. Pynadath, Milind Tambe:
The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models. CoRR abs/1106.4569 (2011)
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David V. Pynadath, Paul Scerri, Milind Tambe:
Towards Adjustable Autonomy for the Real World. CoRR abs/1106.4573 (2011)
2010
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Jonathan Y. Ito, David V. Pynadath, Stacy C. Marsella:
Modeling self-deception within a decision-theoretic framework. Auton. Agents Multi Agent Syst. 20(1): 3-13 (2010)
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Mei Si, Stacy C. Marsella, David V. Pynadath:
Modeling appraisal in theory of mind reasoning. Auton. Agents Multi Agent Syst. 20(1): 14-31 (2010)
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Mei Si, Stacy C. Marsella, David V. Pynadath:
Evaluating directorial control in a character-centric interactive narrative framework. AAMAS 2010: 1289-1296
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Jonathan Y. Ito, David V. Pynadath, Liz Sonenberg, Stacy C. Marsella:
Wishful thinking in effective decision making. AAMAS 2010: 1527-1528
[c32]
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Mei Si, Stacy Marsella, David V. Pynadath:
Importance of Well-Motivated Characters in Interactive Narratives: An Empirical Evaluation. ICIDS 2010: 16-25

2000 – 2009

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2009
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Julia M. Kim, Randall W. Hill Jr., Paula J. Durlach, H. Chad Lane, Eric Forbell, Mark G. Core, Stacy Marsella, David V. Pynadath, John Hart:
BiLAT: A Game-Based Environment for Practicing Negotiation in a Cultural Context. Int. J. Artif. Intell. Educ. 19(3): 289-308 (2009)
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Jonathan Y. Ito, David V. Pynadath, Stacy C. Marsella:
Self-deceptive decision making: normative and descriptive insights. AAMAS (2) 2009: 1113-1120
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Mei Si, Stacy C. Marsella, David V. Pynadath:
Directorial Control in a Decision-Theoretic Framework for Interactive Narrative. ICIDS 2009: 221-233
2008
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Jonathan Y. Ito, David V. Pynadath, Stacy Marsella:
Modeling Self-deception within a Decision-Theoretic Framework. IVA 2008: 322-333
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Mei Si, Stacy C. Marsella, David V. Pynadath:
Modeling Appraisal in Theory of Mind Reasoning. IVA 2008: 334-347
2007
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Sarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman:
AAAI-07 Workshop Reports. AI Mag. 28(4): 119-128 (2007)
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David V. Pynadath, Stacy Marsella:
Minimal Mental Models. AAAI 2007: 1038-1044
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Mei Si, Stacy Marsella, David V. Pynadath:
Proactive Authoring for Interactive Drama: An Author's Assistant. IVA 2007: 225-237
2006
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Wolfgang Achtner, Esma Aïmeur, Sarabjot Singh Anand, Douglas E. Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit P. Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve J. Young, Dmitry Zelenko:
Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. AI Mag. 27(4): 92-102 (2006)
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Milind Tambe, Emma Bowring, Jonathan P. Pearce, Pradeep Varakantham, David V. Pynadath, Paul Scerri:
Electric Elves: What Went Wrong and Why. AAAI Spring Symposium: What Went Wrong and Why: Lessons from AI Research and Applications 2006: 34-39
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Mei Si, Stacy Marsella, David V. Pynadath:
Thespian: Modeling Socially Normative Behavior in a Decision-Theoretic Framework. IVA 2006: 369-382
2005
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Mei Si, Stacy C. Marsella, David V. Pynadath:
THESPIAN: An Architecture for Interactive Pedagogical Drama. AIED 2005: 595-602
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Milind Tambe, Emma Bowring, Hyuckchul Jung, Gal A. Kaminka, Rajiv T. Maheswaran, Janusz Marecki, Pragnesh Jay Modi, Ranjit Nair, Stephen Okamoto, Jonathan P. Pearce, Praveen Paruchuri, David V. Pynadath, Paul Scerri, Nathan Schurr, Pradeep Varakantham:
Conflicts in teamwork: hybrids to the rescue. AAMAS 2005: 3-10
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Mei Si, Stacy Marsella, David V. Pynadath:
Thespian: using multi-agent fitting to craft interactive drama. AAMAS 2005: 21-28
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David V. Pynadath, Stacy Marsella:
PsychSim: Modeling Theory of Mind with Decision-Theoretic Agents. IJCAI 2005: 1181-1186
2004
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David V. Pynadath, Stacy Marsella:
Fitting and Compilation of Multiagent Models through Piecewise Linear Functions. AAMAS 2004: 1197-1204
[c18]
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David V. Pynadath:
PsychSim: Agent-based Modeling of Social Interactions and Influence. ICCM 2004: 243-248
2003
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David V. Pynadath, Milind Tambe:
An Automated Teamwork Infrastructure for Heterogeneous Software Agents and Humans. Auton. Agents Multi Agent Syst. 7(1-2): 71-100 (2003)
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Paul Scerri, David V. Pynadath, W. Lewis Johnson, Paul S. Rosenbloom, Mei Si, Nathan Schurr, Milind Tambe:
A prototype infrastructure for distributed robot-agent-person teams. AAMAS 2003: 433-440
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Ranjit Nair, Milind Tambe, Makoto Yokoo, David V. Pynadath, Stacy Marsella:
Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings. IJCAI 2003: 705-711
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Paul Scerri, David V. Pynadath, Nathan Schurr, Alessandro Farinelli, Sudeep Gandhe, Milind Tambe:
Team Oriented Programming and Proxy Agents: The Next Generation. PROMAS 2003: 131-148
2002
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Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe:
Electric Elves: Agent Technology for Supporting Human Organizations. AI Mag. 23(2): 11-24 (2002)
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David V. Pynadath, Milind Tambe:
The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models. J. Artif. Intell. Res. 16: 389-423 (2002)
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Gal A. Kaminka, David V. Pynadath, Milind Tambe:
Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach. J. Artif. Intell. Res. 17: 83-135 (2002)
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Paul Scerri, David V. Pynadath, Milind Tambe:
Towards Adjustable Autonomy for the Real World. J. Artif. Intell. Res. 17: 171-228 (2002)
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Paul Scerri, David V. Pynadath, Milind Tambe:
Why the elf acted autonomously: towards a theory of adjustable autonomy. AAMAS 2002: 857-864
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David V. Pynadath, Milind Tambe:
Multiagent teamwork: analyzing the optimality and complexity of key theories and models. AAMAS 2002: 873-880
2001
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Paul Scerri, David V. Pynadath, Milind Tambe:
Adjustable autonomy in real-world multi-agent environments. Agents 2001: 300-307
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Gal A. Kaminka, David V. Pynadath, Milind Tambe:
Monitoring deployed agent teams. Agents 2001: 308-315
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David V. Pynadath, Milind Tambe:
Revisiting Asimov's First Law: A Response to the Call to Arms. ATAL 2001: 307-320
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Milind Tambe, David V. Pynadath:
Towards Heterogeneous Agent Teams. EASSS 2001: 187-210
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Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe:
Electric Elves: Applying Agent Technology to Support Human Organizations. IAAI 2001: 51-58
2000
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Milind Tambe, David V. Pynadath, Nicolas Chauvat:
Building Dynamic Agent Organizations in Cyberspace. IEEE Internet Comput. 4(2): 65-73 (2000)
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David V. Pynadath, Milind Tambe, Gal A. Kaminka:
Adaptive Infrastructures for Agent Integration. Agents Workshop on Infrastructure for Multi-Agent Systems 2000: 80-93
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David V. Pynadath, Milind Tambe, Nicolas Chauvat:
Building dynamic organizations of distributed, heterogenous agents. Agents 2000: 195-196
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Milind Tambe, David V. Pynadath, Paul Scerri:
Adjustable Autonomy: A Response. ATAL 2000: 354-356
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David V. Pynadath, Michael P. Wellman:
Probabilistic State-Dependent Grammars for Plan Recognition. UAI 2000: 507-514

1990 – 1999

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1999
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David V. Pynadath:
Probabilistic grammars for plan recognition. University of Michigan, USA, 1999
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David V. Pynadath, Milind Tambe, Nicolas Chauvat, Lawrence Cavedon:
Toward Team-Oriented Programming. ATAL 1999: 233-247
1998
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David V. Pynadath, Michael P. Wellman:
Generalized Queries on Probabilistic Context-Free Grammars. IEEE Trans. Pattern Anal. Mach. Intell. 20(1): 65-77 (1998)
1996
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David V. Pynadath, Michael P. Wellman:
Generalized Queries on Probabilistic Context-Free Grammars. AAAI/IAAI, Vol. 2 1996: 1285-1290
1995
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David V. Pynadath, Michael P. Wellman:
Accounting for Context in Plan Recognition, with Application to Traffic Monitoring. UAI 1995: 472-481

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