Gita Reese Sukthankar

Orcid: 0000-0002-6863-6609

Affiliations:
  • University of Central Florida, Orlando, USA


According to our database1, Gita Reese Sukthankar authored at least 152 papers between 1999 and 2024.

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Bibliography

2024
Popularity and discourse in tech-related online communities.
Soc. Netw. Anal. Min., December, 2024

EveryBOTy Counts: Examining Human-Machine Teams in Open Source Software Development.
Top. Cogn. Sci., July, 2024

SC-Phi2: A Fine-tuned Small Language Model for StarCraft II Macromanagement Tasks.
CoRR, 2024

Moderating Democratic Discourse with LLMs.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2024

Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning.
Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion.
Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Decoding Chess Mastery: A Mechanistic Analysis of a Chess Language Transformer Model.
Proceedings of the Artificial General Intelligence - 17th International Conference, 2024

2023
Text-Defend: Detecting Adversarial Examples using Local Outlier Factor.
Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

A Proactive and Generalizable Conflict Prediction Model.
Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

LAMP: Leveraging Language Prompts for Multi-Person Pose Estimation.
IROS, 2023

The Potential of Vision-Language Models for Content Moderation of Children's Videos.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Through a Fair Looking-Glass: Mitigating Bias in Image Datasets.
Proceedings of the Artificial Intelligence in HCI, 2023

Visual Episodic Memory-based Exploration.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Malicious or Benign? Towards Effective Content Moderation for Children's Videos.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Improving the Generalizability of Collaborative Dialogue Analysis With Multi-Feature Embeddings.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

How Popularity Shapes User Interactions in Tech-Related Online Communities.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

Generally Genius: A Generals.io Agent Development and Data Collection Framework.
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

2022
An Analysis of Dialogue Act Sequence Similarity Across Multiple Domains.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Predicting Team Performance with Spatial Temporal Graph Convolutional Networks.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Leveraging Evolutionary Algorithms for Feasible Hexapod Locomotion Across Uneven Terrain.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Improving Code Review with GitHub Issue Tracking.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Transformer-Based Value Function Decomposition for Cooperative Multi-Agent Reinforcement Learning in StarCraft.
Proceedings of the Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2022

2021
Learning a Generalizable Model of Team Conflict from Multiparty Dialogues.
Int. J. Semantic Comput., 2021

Analyzing Team Performance with Embeddings from Multiparty Dialogues.
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

Estimating the Variance of Return Sequences for Exploration.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Leveraging Transformers for StarCraft Macromanagement Prediction.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Representing Time Series Data in Intelligent Training Systems.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Do Bots Modify the Workflow of GitHub Teams?
Proceedings of the 3rd IEEE/ACM International Workshop on Bots in Software Engineering, 2021

2020
Respecializing swarms by forgetting reinforced thresholds.
Swarm Intell., 2020

Modeling social coding dynamics with sampled historical data.
Online Soc. Networks Media, 2020

Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks.
Mach. Learn. Knowl. Extr., 2020

Adaptable and stable decentralized task allocation for hierarchical domains.
Knowl. Eng. Rev., 2020

Leveraging the Variance of Return Sequences for Exploration Policy.
CoRR, 2020

A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue Comments.
CoRR, 2020

Scoring Popularity in GitHub.
CoRR, 2020

Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks.
CoRR, 2020

Explaining Differences in Classes of Discrete Sequences.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Analyzing the Productivity of GitHub Teams based on Formation Phase Activity.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Comparing Decentralized Ongoing Task Allocation.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Predicting Student Flight Performance with Multimodal Features.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2020

SelfieDroneStick: A Natural Interface for Quadcopter Photography.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Contrast Motif Discovery in Minecraft.
Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

2019
An LSTM Model for Predicting Cross-Platform Bursts of Social Media Activity.
Inf., 2019

Selfie Drone Stick: A Natural Interface for Quadcopter Photography.
CoRR, 2019

A Cross-Repository Model for Predicting Popularity in GitHub.
CoRR, 2019

Customizing Object Detectors for Indoor Robots.
Proceedings of the International Conference on Robotics and Automation, 2019

The Benefits of Immersive Demonstrations for Teaching Robots.
Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction, 2019

2018
A Communication Protocol for Man-Machine Networks.
CoRR, 2018

Investigating Negative Interactions in Multiplex Networks: A Mutual Information Approach.
CoRR, 2018

Real-World Modeling of a Pathfinding Robot Using Robot Operating System (ROS).
CoRR, 2018

Initializing Agent-Based Models with Clustering Archetypes.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018

Joint Value of Information and Energy Aware Sleep Scheduling in Wireless Sensor Networks: A Linear Programming Approach.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

The Benefits of Teaching Robots using VR Demonstrations.
Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018

Intelligently Assisting Human-Guided Quadcopter Photography.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017
Extracting Information from Negative Interactions in Multiplex Networks Using Mutual Information.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

2016
Identifying community structures in dynamic networks.
Soc. Netw. Anal. Min., 2016

A Holistic Approach for Predicting Links in Coevolving Multilayer Networks.
CoRR, 2016

Reports on the 2016 IJCAI Workshop Series.
AI Mag., 2016

A Holistic Approach for Link Prediction in Multiplex Networks.
Proceedings of the Social Informatics - 8th International Conference, 2016

Leveraging Network Dynamics for Improved Link Prediction.
Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Learning Continuous State/Action Models for Humanoid Robots.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Selecting Vantage Points for an Autonomous Quadcopter Videographer.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Social Modeling for Multi-agent Systems.
Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

A holistic approach for predicting links in coevolving multiplex networks.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
A hybrid modeling approach for parking and traffic prediction in urban simulations.
AI Soc., 2015

Architectures for Activity Recognition and Context-Aware Computing.
AI Mag., 2015

Conflict and Communication in Massively-Multiplayer Online Games.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Modeling implicit collaboration with normative agent architectures.
Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

Improving the Performance of Mobile Phone Crowdsourcing Applications.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Modeling Tipping Point Theory using Normative Multi-agent Systems: (Extended Abstract).
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Cognitive Social Learners: An Architecture for Modeling Normative Behavior.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Link Prediction in Heterogeneous Collaboration Networks.
Proceedings of the Social Network Analysis - Community Detection and Evolution, 2014

Scaling Influence Maximization with Network Abstractions.
Proceedings of the Social Network Analysis - Community Detection and Evolution, 2014

An Active Learning Approach for Jointly Estimating Worker Performance and Annotation Reliability with Crowdsourced Data.
CoRR, 2014

The Ninth Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE): A Report.
AI Mag., 2014

Predicting Guild Membership in Massively Multiplayer Online Games.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Know thy user: Designing human-robot interaction paradigms for multi-robot manipulation.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Mining Social Interaction Data in Virtual Worlds.
Proceedings of the Agent Technology for Intelligent Mobile Services and Smart Societies, 2014

Evaluating trust-based fusion models for participatory sensing applications.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

A normative agent-based model for predicting smoking cessation trends.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Community detection in dynamic social networks: A game-theoretic approach.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Tractable POMDP representations for intelligent tutoring systems.
ACM Trans. Intell. Syst. Technol., 2013

The Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.
AI Mag., 2013

The AAAI-13 Conference Workshops.
AI Mag., 2013

Improving Markov Chain Monte Carlo Estimation with Agent-Based Models.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Multi-label relational neighbor classification using social context features.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

An adjustable autonomy paradigm for adapting to expert-novice differences.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Analyzing Agent-Based Models Using Category Theory.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013

Exploiting Key Events for Learning Interception Policies.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Adjutant bot: An evaluation of unit micromanagement tactics.
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

Link prediction in multi-relational collaboration networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Hierarchical influence maximization for advertising in multi-agent markets.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Modeling information diffusion and community membership using stochastic optimization.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Improving the Supervised Learning of Activity Classifiers for Human Motion Data.
Proceedings of the Human Behavior Recognition Technologies, 2013

2012
Reports of the AAAI 2011 Conference Workshops.
AI Mag., 2012

Forming Effective Teams from Agents with Diverse Skill Sets.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

Online Learning of User-Specific Destination Prediction Models.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

Extracting Agent-Based Models of Human Transportation Patterns.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

Importance-weighted label prediction for active learning with noisy annotations.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Integrating Learner Help Requests Using a POMDP in an Adaptive Training System.
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012

Learning to intercept opponents in first person shooter games.
Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

Preface.
Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2012

Identifying influential agents for advertising in multi-agent markets.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Configurable human-robot interaction for multi-robot manipulation tasks.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Activity Recognition for Dynamic Multi-Agent Teams.
ACM Trans. Intell. Syst. Technol., 2011

Leveraging human behavior models to predict paths in indoor environments.
Pervasive Mob. Comput., 2011

Reports of the AAAI 2010 Fall Symposia.
AI Mag., 2011

Incremental Relabeling for Active Learning with Noisy Crowdsourced Annotations.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Extracting Social Dimensions Using Fiedler Embedding.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Constructing Social Networks from Unstructured Group Dialog in Virtual Worlds.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

An Agent-Based Simulation for Investigating the Impact of Stereotypes on Task-Oriented Group Formation.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

Two hands are better than one: Assisting users with multi-robot manipulation tasks.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

A Real-Time Opponent Modeling System for Rush Football.
Proceedings of the IJCAI 2011, 2011

Using Network Structure to Identify Groups in Virtual Worlds.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Leveraging Network Properties for Trust Evaluation in Multi-agent Systems.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Learning Policies for First Person Shooter Games Using Inverse Reinforcement Learning.
Proceedings of the Seventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2011

Robust Active Learning Using Crowdsourced Annotations for Activity Recognition.
Proceedings of the Human Computation, 2011

2010
Analyzing Team Decision-Making in Tactical Scenarios.
Comput. J., 2010

Reports of the AAAI 2010 Conference Workshops.
AI Mag., 2010

What information does this question convey?: leveraging help-seeking behavior for improved modeling in a simulation-based intelligent tutor.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

Modeling Group Dynamics in Virtual Worlds.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Motif Discovery and Feature Selection for CRF-based Activity Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Destination Recommendation System for Virtual Worlds.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

A Psychologically-Inspired Agent for Iterative Prisoner's Dilemma.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Improving multi-robot teleoperation by inferring operator distraction.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Identifying and utilizing subgroup coordination patterns in team adversarial games.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

A Monte Carlo Approach for Football Play Generation.
Proceedings of the Sixth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2010

Scalable POMDPs for Diagnosis and Planning in Intelligent Tutoring Systems.
Proceedings of the Proactive Assistant Agents, 2010

2009
An active learning approach for segmenting human activity datasets.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Agent-Assisted Navigation for Virtual Worlds.
Proceedings of the Intelligent Virtual Agents, 9th International Conference, 2009

Case-Based Reasoning in Transfer Learning.
Proceedings of the Case-Based Reasoning Research and Development, 2009

Exploiting human steering models for path prediction.
Proceedings of the 12th International Conference on Information Fusion, 2009

Identifying User Destinations in VirtualWorlds.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Beating the Defense: Using Plan Recognition to Inform Learning Agents.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Improving Offensive Performance Through Opponent Modeling.
Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

Communications for Agent-Based Human Team Support.
Proceedings of the Handbook of Research on Multi-Agent Systems, 2009

2008
Toward identifying process models in ad hoc and distributed teams.
Proceedings of the 1st International Working Conference on Human Factors and Computational Models in Negotiation, 2008

Robust and efficient plan recognition for dynamic multi-agent teams.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Intelligent Trading Agents for Massively Multi-player Game Economies.
Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference, 2008

Hypothesis Pruning and Ranking for Large Plan Recognition Problems.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Policy recognition for multi-player tactical scenarios.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006
Robust recognition of physical team behaviors using spatio-temporal models.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Simultaneous Team Assignment and Behavior Recognition from Spatio-Temporal Agent Traces.
Proceedings of the Proceedings, 2006

2005
Research Directions for Service-Oriented Multiagent Systems.
IEEE Internet Comput., 2005

A cost minimization approach to human behavior recognition.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Modeling Physical Capabilities of Humanoid Agents Using Motion Capture Dat.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Shadow Elimination and Occluder Light Suppression for Multi-Projector Displays.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Projected light displays using visual feedback.
Proceedings of the Seventh International Conference on Control, 2002

2001
Self-Calibrating Camera Projector Systems for Interactive Displays and Presentations.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Dynamic Shadow Elimination for Multi-Projector Displays.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Team-Aware Multirobot Strategy for Cooperative Path Clearing.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Agent Aided Aircraft Maintenance.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999


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