Prashant Doshi

Auton. Agents Multi Agent Syst., June, 2024

Active Legibility in Multiagent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Analyzing Human Perceptions of a MEDEVAC Robot in a Simulated Evacuation Scenario.

[BibT_eX]

[DOI]

CoRR, 2024

Open Human-Robot Collaboration using Decentralized Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Prasanth Sengadu Suresh

Siddarth Jain

Diego Romeres

CoRR, 2024

Robust Individualistic Learning in Many-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2024: Principles and Practice of Multi-Agent Systems, 2024

Modeling Cognitive Biases in Decision-theoretic Planning for Active Cyber Deception.

[BibT_eX]

[DOI]

Aditya Shinde

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Decision making in open agent systems.

[BibT_eX]

[DOI]

Adam Eck

Leen-Kiat Soh

AI Mag., December, 2023

MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation.

[BibT_eX]

[DOI]

Ehsan Asali

Jin Sun

CoRR, 2023

A Novel Variational Lower Bound for Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Yikang Gui

CoRR, 2023

Latent Interactive A2C for Improved RL in Open Many-Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Dec-AIRL: Decentralized Adversarial IRL for Human-Robot Teaming.

[BibT_eX]

[DOI]

Prasanth Sengadu Suresh

Yikang Gui

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

IRL with Partial Observations using the Principle of Uncertain Maximum Entropy.

[BibT_eX]

[DOI]

Yikang Gui

CoRR, 2022

SIPOMDPLite-Net: Lightweight, Self-Interested Learning and Planning in POSGs with Sparse Interactions.

[BibT_eX]

[DOI]

Gengyu Zhang

CoRR, 2022

Marginal MAP estimation for inverse RL under occlusion with observer noise.

[BibT_eX]

[DOI]

Prasanth Sengadu Suresh

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Decision-theoretic planning with communication in open multiagent systems.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Reinforcement learning in many-agent settings under partial observability.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Anytime Learning of Sum-Product and Sum-Product-Max Networks.

[BibT_eX]

[DOI]

Swaraj Pawar

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

Online Inverse Reinforcement Learning with Learned Observation Model.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 2022

A Hierarchical Bayesian Process for Inverse RL in Partially-Controlled Environments.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

GrAALF: Supporting graphical analysis of audit logs for forensics.

[BibT_eX]

[DOI]

Softw. Impacts, 2021

PALO bounds for reinforcement learning in partially observable stochastic games.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A Hierarchical Bayesian model for Inverse RL in Partially-Controlled Environments.

[BibT_eX]

[DOI]

CoRR, 2021

Many Agent Reinforcement Learning Under Partial Observability.

[BibT_eX]

[DOI]

CoRR, 2021

A survey of inverse reinforcement learning: Challenges, methods and progress.

[BibT_eX]

[DOI]

Artif. Intell., 2021

I2RL: online inverse reinforcement learning under occlusion.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2021

State-Based Recurrent SPMNs for Decision-Theoretic Planning under Partial Observability.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Min-Max Entropy Inverse RL of Multiple Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Cyber Attack Intent Recognition and Active Deception using Factored Interactive POMDPs.

[BibT_eX]

[DOI]

Aditya Shinde

Omid Setayeshfar

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Data-Driven Decision-Theoretic Planning using Recurrent Sum-Product-Max Networks.

[BibT_eX]

[DOI]

Hari Teja Tatavarti

Layton Hayes

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

A Novel AI-based Methodology for Identifying Cyber Attacks in Honey Pots.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Active Deception using Factored Interactive POMDPs to Recognize Cyber Attacker's Intent.

[BibT_eX]

[DOI]

Aditya Shinde

Omid Setayeshfar

CoRR, 2020

Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments.

[BibT_eX]

[DOI]

Hari Teja Tatavarti

Layton Hayes

CoRR, 2020

Maximum Entropy Multi-Task Inverse RL.

[BibT_eX]

[DOI]

CoRR, 2020

Recursively modeling other agents for decision making: A research perspective.

[BibT_eX]

[DOI]

Edmund H. Durfee

Artif. Intell., 2020

SA-Net: Robust State-Action Recognition for Learning from Observations.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Scalable Decision-Theoretic Planning in Open and Typed Multiagent Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Merging in Congested Freeway Traffic Using Multipolicy Decision Making and Passive Actor-Critic Learning.

[BibT_eX]

[DOI]

Tomoki Nishi

Danil V. Prokhorov

IEEE Trans. Intell. Veh., 2019

SA-Net: Deep Neural Network for Robot Trajectory Recognition from RGB-D Streams.

[BibT_eX]

[DOI]

Nihal Soans

Yi Hong

CoRR, 2019

Evacuate or Not? A POMDP Model of the Decision Making of Individuals in Hurricane Evacuation Zones.

[BibT_eX]

[DOI]

Adithya Raam Sankar

Adam Goodie

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Online Inverse Reinforcement Learning Under Occlusion.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Model-Free IRL Using Maximum Likelihood Estimation.

[BibT_eX]

[DOI]

Vinamra Jain

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Reinforcement Learning for Heterogeneous Teams with PALO Bounds.

[BibT_eX]

[DOI]

Roi Ceren

CoRR, 2018

A Framework and Method for Online Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-robot inverse reinforcement learning under occlusion with estimation of state transitions.

[BibT_eX]

[DOI]

Artif. Intell., 2018

Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Inverse Learning of Robot Behavior for Collaborative Planning.

[BibT_eX]

[DOI]

Maulesh Trivedi

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017

Decision-Theoretic Planning Under Anonymity in Agent Populations.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2017

Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic.

[BibT_eX]

[DOI]

Tomoki Nishi

Danil V. Prokhorov

CoRR, 2017

Actor-Critic for Linearly-Solvable Continuous MDP with Partially Known Dynamics.

[BibT_eX]

[DOI]

CoRR, 2017

On the role of fairness and limited backward induction in sequential bargaining games - New behavioral models and analyses.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2017

Can bounded and self-interested agents be teammates? Application to planning in ad hoc teams.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2017

Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs.

[BibT_eX]

[DOI]

Junhuan Zhang

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

A layered HMM for predicting motion of a leader in multi-robot settings.

[BibT_eX]

[DOI]

Sina Solaimanpour

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Inverse Reinforcement Learning Under Noisy Observations.

[BibT_eX]

[DOI]

Shervin Shahryari

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Scaling Expectation-Maximization for Inverse Reinforcement Learning to Multiple Robots under Occlusion.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

On Markov Games Played by Bayesian and Boundedly-Rational Players.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Approximating behavioral equivalence for scaling solutions of I-DIDs.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Individual Planning in Open and Typed Agent Systems.

[BibT_eX]

[DOI]

Adam Eck

Leenkiat Soh

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Dynamic Sum Product Networks for Tractable Inference on Sequence Data.

[BibT_eX]

[DOI]

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Sum-Product-Max Networks for Tractable Decision Making.

[BibT_eX]

[DOI]

Mazen Melibari

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sum-Product-Max Networks for Tractable Decision Making: (Extended Abstract).

[BibT_eX]

[DOI]

Mazen A. Melibari

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Reinforcement Learning in Partially Observable Multiagent Settings: Monte Carlo Exploring Policies with PAC Bounds.

[BibT_eX]

[DOI]

Roi Ceren

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Expectation-Maximization for Inverse Reinforcement Learning with Hidden Data.

[BibT_eX]

[DOI]

Jonathan Feng-Shun Lin

Dana Kulic

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Decision Sum-Product-Max Networks.

[BibT_eX]

[DOI]

Mazen Melibari

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Bayesian Markov Games with Explicit Finite-Level Types.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Dynamic Sum Product Networks for Tractable Inference on Sequence Data.

[BibT_eX]

[DOI]

Mazen Melibari

CoRR, 2015

Robotics to promote elementary education pre-service teachers' STEM engagement, learning, and teaching.

[BibT_eX]

[DOI]

Comput. Educ., 2015

A framework for ontology-based question answering with application to parasite immunology.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2015

Scalable solutions of interactive POMDPs using generalized and bounded policy iteration.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2015

Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Localization and tracking under extreme and persistent sensory occlusion.

[BibT_eX]

[DOI]

Kedar Marathe

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Toward Estimating Others' Transition Models Under Occlusion for Multi-Robot IRL.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Speeding up Planning in Multiagent Settings Using CPU-GPU Architectures.

[BibT_eX]

[DOI]

Fadel Adoe

Proceedings of the Agents and Artificial Intelligence - 7th International Conference, 2015

Fast Solving of Influence Diagrams for Multiagent Planning on GPU-enabled Architectures.

[BibT_eX]

Fadel Adoe

Proceedings of the ICAART 2015, 2015

Improved Planning for Infinite-Horizon Interactive POMDPs using Probabilistic Inference (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Aerial Robotic Simulations for Evaluation of Multi-Agent Planning in GaTAC.

[BibT_eX]

[DOI]

Sina Solaimanpour

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Multi-Robot Inverse Reinforcement Learning Under Occlusion with State Transition Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014

Speeding Up Iterative Ontology Alignment using Block-Coordinate Descent.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2014

Behavioral Modeling of Sequential Bargaining Games: Fairness and Limited Backward Induction.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2014

A Portal Designed to Learn about Educational Robotics.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Team behavior in interactive dynamic influence diagrams with applications to ad hoc teams.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Multi-robot inverse reinforcement learning under occlusion with interactions.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Canonical Forms and Similarity of Complex Concepts for Improved Ontology Alignment.

[BibT_eX]

[DOI]

Tejas Chaudhari

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

On Modeling Human Learning in Sequential Games with Delayed Reinforcements.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Speeding Up Batch Alignment of Large Ontologies Using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Bimodal Switching for Online Planning in Multiagent Settings.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data.

[BibT_eX]

[DOI]

Proceedings of the Data Integration in the Life Sciences - 9th International Conference, 2013

2012

Modeling Human Recursive Reasoning Using Empirically Informed Interactive Partially Observable Markov Decision Processes.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2012

Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2012

Decision Making in Complex Multiagent Contexts: A Tale of Two Frameworks.

[BibT_eX]

[DOI]

AI Mag., 2012

Reports of the AAAI 2011 Conference Workshops.

[BibT_eX]

[DOI]

AI Mag., 2012

Optima+ results for OAEI 2012.

[BibT_eX]

[DOI]

Tejas Chaudhari

Proceedings of the 7th International Workshop on Ontology Matching, 2012

Generalized and Bounded Policy Iteration for Interactive POMDPs.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2012

Learning Communication in Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

GaTAC: a scalable and realistic testbed for multiagent decision making (demonstration).

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Generalized and bounded policy iteration for finitely-nested interactive POMDPs: scaling up.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Modeling deep strategic reasoning by humans in competitive games.

[BibT_eX]

[DOI]

Adam Goodie

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Optima results for OAEI 2011.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Ontology Matching, 2011

On the Utility of WordNet for Ontology Alignment: Is it Really Worth it?

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Approximating Model Equivalence in Interactive Dynamic Influence Diagrams Using Top K Policy Paths.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Approximating behavioral equivalence of models using top-k policy paths.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Identifying and exploiting weak-information inducing actions in solving POMDPs.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Individual Localization and Tracking in Multi-robot Settings with Dynamic Landmarks - (Extended Abstract).

[BibT_eX]

[DOI]

Anousha Mesbah

Proceedings of the Advanced Agent Technology, 2011

Utilizing Partial Policies for Identifying Equivalence of Behavioral Models.

[BibT_eX]

[DOI]

Jian Luo

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Model identification in interactive influence diagrams using mutual information.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2010

Reports of the AAAI 2010 Conference Workshops.

[BibT_eX]

[DOI]

AI Mag., 2010

Approximate solutions of interactive dynamic influence diagrams using ε-behavioral equivalence.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2010

Risk Sensitive Value of Changed Information for Selective Querying of Web Services.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

Epsilon-Subjective Equivalence of Models for Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Modeling recursive reasoning by humans using empirically informed interactive POMDPs.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

Inexact matching of ontology graphs using expectation-maximization.

[BibT_eX]

[DOI]

Ravikanth Kolli

Christopher Thomas

J. Web Semant., 2009

A hierarchical framework for logical composition of web services.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2009

Monte Carlo Sampling Methods for Approximating Interactive POMDPs.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2009

Graphical models for interactive POMDPs: representations and solutions.

[BibT_eX]

[DOI]

Qiongyu Chen

Auton. Agents Multi Agent Syst., 2009

Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Towards Automated RESTful Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

Integrating Behavioral Trust in Web Service Compositions.

[BibT_eX]

[DOI]

Sharon Paradesi

Sonu Swaika

Proceedings of the IEEE International Conference on Web Services, 2009

Selective Querying for Adapting Hierarchical Web Service Compositions Using Aggregate Volatility.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

Improved approximation of interactive dynamic influence diagrams using discriminative model updates.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Compact approximations of mixture distributions for state estimation in multiagent settings.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Toward Integrating Social Trust into Web Service Compositions.

[BibT_eX]

[DOI]

Sharon Paradesi

Proceedings of the Social Semantic Web: Where Web 2.0 Meets Web 3.0, 2009

2008

Selective Querying for Adapting Web Service Compositions Using the Value of Changed Information.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2008

Making BPEL flexible: adapting in the context of coordination constraints using WS-BPEL.

[BibT_eX]

[DOI]

Yunzhou Wu

Proceedings of the 17th International Conference on World Wide Web, 2008

Speeding up web service composition with volatile information.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Speeding up web service composition with volatile external information.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Workshop on Context Enabled Source and Service Selection, 2008

OPTIMA: Tool for Ontology Alignment with Application to Semantic Reconciliation of Sensor Metadata for Publication in SensorMap.

[BibT_eX]

[DOI]

Ravikanth Kolli

Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Approximate Solutions of Interactive POMDPs Using Point Based Value Iteration.

[BibT_eX]

[DOI]

Dennis Perez

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Enhancing the Quality of Noisy Training Data Using a Genetic Algorithm and Prototype Selection.

[BibT_eX]

Boseon Byeon

Khaled Rasheed

Proceedings of the 2008 International Conference on Artificial Intelligence, 2008

An Information-Theoretic Approach to Model Identification in Interactive Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Distributed Private Constraint Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Generalized Point Based Value Iteration for Interactive POMDPs.

[BibT_eX]

[DOI]

Dennis Perez

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Speeding up adaptation of web service compositions using expiration times.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

Haley: A Hierarchical Framework for Logical Composition ofWeb Services.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Improved Adaptation of Web Service Compositions Using Value of Changed Information.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Approximate state estimation in multiagent settings with continuous or large discrete state spaces.

[BibT_eX]

[DOI]

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

On the Role of Interactive Epistemology in Multiagent Planning.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007

Graphical Models for Online Solutions to Interactive POMDPs.

[BibT_eX]

[DOI]

Qiongyu Chen

Proceedings of the Game Theoretic and Decision Theoretic Agents, 2007

Approximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering.

[BibT_eX]

[DOI]

Qiongyu Chen

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Improved State Estimation in Multiagent Settings with Continuous or Large Discrete State Spaces.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Regret-Based Decentralized Adaptation ofWeb Processes with Coordination Constraints.

[BibT_eX]

[DOI]

Yunzhou Wu

Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006

Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program.

[BibT_eX]

[DOI]

AI Mag., 2006

Optimal Adaptation in Web Processes with Coordination Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

A Hierarchical Framework for Composing Nested Web Processes.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing, 2006

Adaptive Web Processes Using Value of Changed Information.

[BibT_eX]

[DOI]

Bharaneedharan Rathnasabapathy

Proceedings of the Service-Oriented Computing, 2006

Exact solutions of interactive POMDPs using behavioral equivalence.

[BibT_eX]

[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Inexact Matching of Ontology Graphs Using Expectation-Maximization.

[BibT_eX]

[DOI]

Christopher Thomas

Proceedings of the Proceedings, 2006

On the Difficulty of Achieving Equilibrium in Interactive POMDPs.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Dynamic Workflow Composition: Using Markov Decision Processes.

[BibT_eX]

[DOI]

Int. J. Web Serv. Res., 2005

A Framework for Sequential Planning in Multi-Agent Settings.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2005

Approximating state estimation in multiagent settings using particle filters.

[BibT_eX]

[DOI]

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

A Particle Filtering Based Approach to Approximating Interactive POMDPs.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2005

2004

Interactive POMDPs: Properties and Preliminary Results.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

A Framework for Optimal Sequential Planning in Multiagent Settings.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

A Method for Semantically Enhancing the Service Discovery Capabilities of UDDI.

[BibT_eX]

[DOI]

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Using Bayesian Networks for Cleansing Trauma Data.

[BibT_eX]

[DOI]