William Yeoh

Melanie Bancilhon

Alvitta Ottley

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Stochastic Goal Recognition Design Problems with Suboptimal Agents.

[BibT_eX]

[DOI]

Christabel Wayllace

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Explainable Problem in clingo-dl Programs.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Symposium on Combinatorial Search, 2021

Model Reconciliation in Logic Programs.

[BibT_eX]

[DOI]

Proceedings of the Logics in Artificial Intelligence - 17th European Conference, 2021

Incomplete Distributed Constraint Optimization Problems: Model, Algorithms, and Heuristics.

[BibT_eX]

[DOI]

Roie Zivan

Proceedings of the Distributed Artificial Intelligence - Third International Conference, 2021

The Effect of Asynchronous Execution and Message Latency on Max-Sum.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021

Branch-and-Bound Heuristics for Incomplete DCOPs.

[BibT_eX]

[DOI]

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

Latency-Aware Local Search for Distributed Constraint Optimization.

[BibT_eX]

[DOI]

Ben Rachmut

Roie Zivan

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

On Exploiting Hitting Sets for Model Reconciliation.

[BibT_eX]

[DOI]

Alessandro Previti

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

2020

On the Relationship Between KR Approaches for Explainable Planning.

[BibT_eX]

[DOI]

CoRR, 2020

A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2020

The Smart Appliance Scheduling Problem: A Bayesian Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2020: Principles and Practice of Multi-Agent Systems, 2020

Explainable Planning Using Answer Set Programming.

[BibT_eX]

[DOI]

Vasileiou Loukas Stylianos

Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

To Ask or Not to Ask: A User Annoyance Aware Preference Elicitation Framework for Social Robots.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Accounting for Observer's Partial Observability in Stochastic Goal Recognition Design.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Embedding Preference Elicitation Within the Search for DCOP Solutions.

[BibT_eX]

[DOI]

Yuanming Xiao

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Conditional Updates of Answer Set Programming and Its Application in Explainable Planning.

[BibT_eX]

[DOI]

Vasileiou Loukas Stylianos

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

New Algorithms for Continuous Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

A Simple and Fast Bi-Objective Search Algorithm.

[BibT_eX]

[DOI]

Carlos Hernández Ulloa

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Online Traffic Signal Control through Sample-Based Constrained Optimization.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

DRAGON-V: Detection and Recognition of Airplane Goals with Navigational Visualization.

[BibT_eX]

[DOI]

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

2019

Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2019

Automatic Algorithm Selection In Multi-agent Pathfinding.

[BibT_eX]

[DOI]

CoRR, 2019

New Algorithms for Functional Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2019

A Learning-Based Framework for Memory-Bounded Heuristic Search: First Results.

[BibT_eX]

[DOI]

Carlos Hernández Ulloa

Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

Generalized Target Assignment and Path Finding Using Answer Set Programming.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

A Framework for Self-Adaptive Dispersal of Computing Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

A Scheduler for Smart Homes with Probabilistic User Preferences.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

New Distributed Constraint Reasoning Algorithms for Load Balancing in Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

A distributed solver for multi-agent path finding problems.

[BibT_eX]

[DOI]

Poom Pianpak

Phoebe O. Toups Dugas

Proceedings of the First International Conference on Distributed Artificial Intelligence, 2019

Parameterized Heuristics for Incomplete Weighted CSPs with Elicitation Costs.

[BibT_eX]

[DOI]

Makoto Yokoo

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

2018

Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Distributed Constraint Optimization Problems and Applications: A Survey.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2018

Communication-Sensitive Pseudo-Tree Heuristics for DCOP Algorithms.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2018

Accelerating exact and approximate inference for (distributed) discrete optimization with GPUs.

[BibT_eX]

[DOI]

Constraints An Int. J., 2018

AI buzzwords explained: distributed constraint optimization problems.

[BibT_eX]

[DOI]

AI Matters, 2018

Decentralized Planning for Non-dedicated Agent Teams with Submodular Rewards in Uncertain Environments.

[BibT_eX]

[DOI]

Pritee Agrawal

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

Moinul Morshed Porag Chowdhury

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Christopher Kiekintveld

Son Tran

Moinul Morshed Porag Chowdhury

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Large Neighboring Search Schema for Multi-agent Optimization.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2018

Multi-Agent Pathfinding with Real-Time Heuristic Search.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

Preference Elicitation with Interdependency and User Bother Cost.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Near-Optimal Node-to-Agent Mapping Heuristic for GDL-Based DCOP Algorithms in Multi-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Bidding Strategy for Periodic Double Auctions Using Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Christopher Kiekintveld

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Inverse Reinforcement Learning Based Human Behavior Modeling for Goal Recognition in Dynamic Local Network Interdiction.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Solving distributed constraint optimization problems using logic programming.

[BibT_eX]

[DOI]

Theory Pract. Log. Program., 2017

Solving DCOPs with Distributed Large Neighborhood Search.

[BibT_eX]

[DOI]

CoRR, 2017

New Metrics and Algorithms for Stochastic Goal Recognition Design Problems.

[BibT_eX]

[DOI]

Christabel Wayllace

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Pseudo-Tree Construction Heuristics for DCOPs and Evaluations on the ns-2 Network Simulator.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Game-Theoretic Goal Recognition Models with Applications to Security Domains.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 8th International Conference, 2017

Preference Elicitation for DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2017

A Realistic Dataset for the Smart Home Device Scheduling Problem for DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Autonomous Agents and Multiagent Systems, 2017

Infinite-Horizon Proactive Dynamic DCOPs.

[BibT_eX]

[DOI]

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

A Distributed Constraint Optimization (DCOP) Approach to the Economic Dispatch with Demand Response.

[BibT_eX]

[DOI]

Satishkumar J. Ranade

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

A Multiagent System Approach to Scheduling Devices in Smart Homes.

[BibT_eX]

[DOI]

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

2016

AI's 10 to Watch.

[BibT_eX]

[DOI]

Shivaram Kalyanakrishnan

IEEE Intell. Syst., 2016

Goal Recognition Design with Stochastic Agent Action Outcomes.

[BibT_eX]

[DOI]

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

Scalable Greedy Algorithms for Task/Resource Constrained Multi-Agent Stochastic Planning.

[BibT_eX]

[DOI]

Pritee Agrawal

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

A Dynamic Programming-Based MCMC Framework for Solving DCOPs with GPUs.

[BibT_eX]

[DOI]

Moinul Morshed Porag Chowdhury

Proceedings of the Principles and Practice of Constraint Programming, 2016

ER-DCOPs: A Framework for Distributed Constraint Optimization with Uncertainty in Constraint Utilities.

[BibT_eX]

[DOI]

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

Proactive Dynamic Distributed Constraint Optimization.

[BibT_eX]

[DOI]

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

On the Use of Off-the-Shelf Machine Learning Techniques to Predict Energy Demands of Power TAC Consumers.

[BibT_eX]

[DOI]

Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2016

Investigation of Learning Strategies for the SPOT Broker in Power TAC.

[BibT_eX]

[DOI]

Russell Y. Folk

Christopher Kiekintveld

Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2016

Solving Goal Recognition Design Using ASP.

[BibT_eX]

[DOI]

Orkunt Sabuncu

Christian Schulz-Hanke

Torsten Schaub

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Solving Risk-Sensitive POMDPs With and Without Cost Observations.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Proactive Dynamic DCOPs.

[BibT_eX]

[DOI]

Proceedings of the AI for Smart Grids and Smart Buildings, 2016

Multi-Variable Agents Decomposition for DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence.

[BibT_eX]

[DOI]

George Dimitri Konidaris

AI Mag., 2015

Incremental DCOP Search Algorithms for Solving Dynamic DCOP Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Exploiting GPUs in Solving (Distributed) Constraint Optimization Problems with Dynamic Programming.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

Large Neighborhood Search with Quality Guarantees for Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

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

Multi-Variable Agents Decomposition for DCOPs to Exploit Multi-Level Parallelism.

[BibT_eX]

[DOI]

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

2014

Logic and Constraint Logic Programming for Distributed Constraint Optimization.

[BibT_eX]

[DOI]

CoRR, 2014

Improving DPOP with Branch Consistency for Solving Distributed Constraint Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2014

ASP-DPOP: solving distributed constraint optimization problems with logic programming.

[BibT_eX]

[DOI]

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

GD-GIBBS: a GPU-based sampling algorithm for solving distributed constraint optimization problems.

[BibT_eX]

[DOI]

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

Revisiting Risk-Sensitive MDPs: New Algorithms and Results.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014

Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Solving Uncertain MDPs by Reusing State Information and Plans.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Automated Generation of Interaction Graphs for Value-Factored Dec-POMDPs.

[BibT_eX]

[DOI]

Akshat Kumar

Shlomo Zilberstein

Proceedings of the IJCAI 2013, 2013

Distributed Gibbs: a memory-bounded sampling-based DCOP algorithm.

[BibT_eX]

[DOI]

Duc Thien Nguyen

Hoong Chuin Lau

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013

2012

Distributed Problem Solving.

[BibT_eX]

[DOI]

Makoto Yokoo

AI Mag., 2012

Dynamic Stochastic Orienteering Problems for Risk-Aware Applications.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Incremental ARA*: An Incremental Anytime Search Algorithm for Moving-Target Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

Prioritized shaping of models for solving DEC-POMDPs.

[BibT_eX]

[DOI]

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

Stochastic dominance in stochastic DCOPs for risk-sensitive applications.

[BibT_eX]

[DOI]

Duc Thien Nguyen

Hoong Chuin Lau

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

Lagrangian relaxation for large-scale multi-agent planning.

[BibT_eX]

[DOI]

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

2011

Generalizing ADOPT and BnB-ADOPT.

[BibT_eX]

[DOI]

Patricia Gutierrez

Pedro Meseguer

Proceedings of the IJCAI 2011, 2011

Incremental DCOP search algorithms for solving dynamic DCOPs.

[BibT_eX]

[DOI]

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

2010

BnB-ADOPT: An Asynchronous Branch-and-Bound DCOP Algorithm.

[BibT_eX]

[DOI]

Ariel Felner

J. Artif. Intell. Res., 2010

Model AI Assignments.

[BibT_eX]

[DOI]

Proceedings of the First Symposium on Education Advances in Artificial Intelligence, 2010

Generalized Fringe-Retrieving A*: faster moving target search on state lattices.

[BibT_eX]

[DOI]

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

Moving target D* Lite.

[BibT_eX]

[DOI]

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

2009

Trading Off Solution Quality for Faster Computation in DCOP Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Efficient Incremental Search for Moving Target Search.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Caching schemes for DCOP search algorithms.

[BibT_eX]

[DOI]

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

Dynamic fringe-saving A*.

[BibT_eX]

[DOI]

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

Simple optimization techniques for A*-based search.

[BibT_eX]

[DOI]

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

2008

IDB-ADOPT: A Depth-First Search DCOP Algorithm.

[BibT_eX]

[DOI]

Ariel Felner

Proceedings of the Recent Advances in Constraints, 2008

Trading off solution cost for smaller runtime in DCOP search algorithms.

[BibT_eX]

[DOI]

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Generalized Adaptive A*.

[BibT_eX]

[DOI]