2025
Explainable Distributed Constraint Optimization Problems.
CoRR, February, 2025
Separate but equal: Equality in belief propagation for single-cycle graphs.
Artif. Intell., 2025
2024
Collision Avoiding Max-Sum for Mobile Sensor Teams.
J. Artif. Intell. Res., 2024
CGA: Corridor Generating Algorithm for Multi-Agent Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
Ex-Ante Constraint Elicitation in Incomplete DCOPs.
Proceedings of the 30th International Conference on Principles and Practice of Constraint Programming, 2024
Latency-Aware 2-Opt Monotonic Local Search for Distributed Constraint Optimization.
Proceedings of the 30th International Conference on Principles and Practice of Constraint Programming, 2024
2023
Scheduling operations in a large hospital by multiple agents.
Eng. Appl. Artif. Intell., November, 2023
Effect of asynchronous execution and imperfect communication on max-sum belief propagation.
Auton. Agents Multi Agent Syst., October, 2023
Ask and You Shall be Served: Representing and Solving Multi-agent Optimization Problems with Service Requesters and Providers.
CoRR, 2023
Asynchronous Communication Aware Multi-Agent Task Allocation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
CAMS: Collision Avoiding Max-Sum for Mobile Sensor Teams.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Ask and You Shall be Served: Representing & Solving Multi-agentOptimization Problems with Service Requesters and Providers.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Separate but Equal: Equality in Belief Propagation for Single Cycle Graphs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Communication-Aware Local Search for Distributed Constraint Optimization.
J. Artif. Intell. Res., 2022
Proactive Dynamic Distributed Constraint Optimization Problems.
J. Artif. Intell. Res., 2022
2021
Incomplete Distributed Constraint Optimization Problems: Model, Algorithms, and Heuristics.
Proceedings of the Distributed Artificial Intelligence - Third International Conference, 2021
The Effect of Asynchronous Execution and Message Latency on Max-Sum.
Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021
Branch-and-Bound Heuristics for Incomplete DCOPs.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Partially Cooperative Multi-Agent Periodic Indivisible Resource Allocation.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Latency-Aware Local Search for Distributed Constraint Optimization.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
Market Clearing-based Dynamic Multi-agent Task Allocation.
ACM Trans. Intell. Syst. Technol., 2020
Governing convergence of Max-sum on DCOPs through damping and splitting.
Artif. Intell., 2020
Applying Max-sum to asymmetric distributed constraint optimization problems.
Auton. Agents Multi Agent Syst., 2020
Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm.
J. Artif. Intell. Res., 2019
Privacy preserving region optimal algorithms for symmetric and asymmetric DCOPs.
Artif. Intell., 2019
2018
Applying max-sum to teams of mobile sensing agents.
Eng. Appl. Artif. Intell., 2018
Socially Motivated Partial Cooperation in Multi-agent Local Search.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
A Large Neighboring Search Schema for Multi-agent Optimization.
Proceedings of the Principles and Practice of Constraint Programming, 2018
Balancing Asymmetry in Max-sum Using Split Constraint Factor Graphs.
Proceedings of the Principles and Practice of Constraint Programming, 2018
2017
Privacy Preserving Implementation of the Max-Sum Algorithm and its Variants.
J. Artif. Intell. Res., 2017
Solving DCOPs with Distributed Large Neighborhood Search.
CoRR, 2017
Balancing exploration and exploitation in incomplete Min/Max-sum inference for distributed constraint optimization.
Auton. Agents Multi Agent Syst., 2017
Incentivizing Cooperation between Heterogeneous Agents in Dynamic Task Allocation.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Infinite-Horizon Proactive Dynamic DCOPs.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Max-sum Revisited: The Real Power of Damping.
Proceedings of the Autonomous Agents and Multiagent Systems, 2017
2016
Distributed envy minimization for resource allocation.
Auton. Agents Multi Agent Syst., 2016
Preserving Privacy in Region Optimal DCOP Algorithms.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Distributed Breakout: Beyond Satisfaction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Applying DCOP_MST to a Team of Mobile Robots with Directional Sensing Abilities: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proactive Dynamic Distributed Constraint Optimization.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the AI for Smart Grids and Smart Buildings, 2016
2015
Distributed constraint optimization for teams of mobile sensing agents.
Auton. Agents Multi Agent Syst., 2015
Applying Max-Sum to Asymmetric Distributed Constraint Optimization.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
Explorative anytime local search for distributed constraint optimization.
Artif. Intell., 2014
Explorative max-sum for teams of mobile sensing agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Subjective partial cooperation in multi-agent local search.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Dynamic Multi-Agent Task Allocation with Spatial and Temporal Constraints.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Asymmetric Distributed Constraint Optimization Problems.
J. Artif. Intell. Res., 2013
Multi-Agent Path Finding for Self Interested Agents.
Proceedings of the Sixth Annual Symposium on Combinatorial Search, 2013
2012
Corrigendum to "Min-domain retroactive ordering for asynchronous backtracking".
Constraints An Int. J., 2012
Partial Cooperation in Multi-agent Local Search.
Proceedings of the ECAI 2012, 2012
Max/min-sum distributed constraint optimization through value propagation on an alternating DAG.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Partial cooperation in multi-agent search.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Hybrid search for minimal perturbation in Dynamic CSPs.
Constraints An Int. J., 2011
Maximizing revenue in symmetric resource allocation systems when user utilities exhibit diminishing returns.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Can trust increase the efficiency of cake cutting algorithms?
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
2010
Manipulating Recommendation Lists by Global Considerations.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010
Reducing Untruthful Manipulation in Envy-Free Pareto Optimal Resource Allocation.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
Deception in networks of mobile sensing agents.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Local search for distributed asymmetric optimization.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
2009
Asynchronous Forward Bounding for Distributed COPs.
J. Artif. Intell. Res., 2009
Min-domain retroactive ordering for Asynchronous Backtracking.
Constraints An Int. J., 2009
Distributed constraint satisfaction with partially known constraints.
Constraints An Int. J., 2009
Distributed Constraint Optimization for Large Teams of Mobile Sensing Agents.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009
Proceedings of the Recent Advances in Constraints, 2009
2008
Anytime Local Search for Distributed Constraint Optimization.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Asynchronous Forward-checking for DisCSPs.
Constraints An Int. J., 2007
Conflict Directed Backjumping for Max-CSPs.
Proceedings of the IJCAI 2007, 2007
Min-Domain Ordering for Asynchronous Backtracking.
Proceedings of the Principles and Practice of Constraint Programming, 2007
2006
Dynamic Ordering for Asynchronous Backtracking on DisCSPs.
Constraints An Int. J., 2006
Message delay and DisCSP search algorithms.
Ann. Math. Artif. Intell., 2006
Concurrent search for distributed CSPs.
Artif. Intell., 2006
Asynchronous Forward-Bounding for Distributed Constraints Optimization.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006
Retroactive Ordering for Dynamic Backtracking.
Proceedings of the Principles and Practice of Constraint Programming, 2006
2005
Asymmetric Distributed Constraints Satisfaction Problems.
Proceedings of the Principles and Practice of Constraint Programming, 2005
2004
Concurrent Backtrack Search on DisCSPs.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
Concurrent Dynamic Backtracking for Distributed CSPs.
Proceedings of the Principles and Practice of Constraint Programming, 2004