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On Exploiting Hitting Sets for Model Reconciliation
In human-aware planning, a planning agent may need to provide an explana...
12/16/2020 ∙ by Stylianos Loukas Vasileiou, et al. ∙
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On the Relationship Between KR Approaches for Explainable Planning
In this paper, we build upon notions from knowledge representation and r...
11/17/2020 ∙ by Stylianos Loukas Vasileiou, et al. ∙
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A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems
Distributed Constraint Optimization Problems (DCOPs) are a widely studie...
10/20/2020 ∙ by Moumita Choudhury, et al. ∙
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Automatic Algorithm Selection In Multi-agent Pathfinding
In a multi-agent pathfinding (MAPF) problem, agents need to navigate fro...
06/10/2019 ∙ by Devon Sigurdson, et al. ∙
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New Algorithms for Functional Distributed Constraint Optimization Problems
The Distributed Constraint Optimization Problem (DCOP) formulation is a ...
05/30/2019 ∙ by Khoi D. Hoang, et al. ∙
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Solving Distributed Constraint Optimization Problems Using Logic Programming
This paper explores the use of Answer Set Programming (ASP) in solving D...
05/10/2017 ∙ by Tiep Le, et al. ∙
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A Realistic Dataset for the Smart Home Device Scheduling Problem for DCOPs
The field of Distributed Constraint Optimization has gained momentum in ...
02/22/2017 ∙ by William Kluegel, et al. ∙
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Solving DCOPs with Distributed Large Neighborhood Search
The field of Distributed Constraint Optimization has gained momentum in ...
02/22/2017 ∙ by Ferdinando Fioretto, et al. ∙
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Distributed Constraint Optimization Problems and Applications: A Survey
The field of Multi-Agent System (MAS) is an active area of research with...
02/20/2016 ∙ by Ferdinando Fioretto, et al. ∙
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Logic and Constraint Logic Programming for Distributed Constraint Optimization
The field of Distributed Constraint Optimization Problems (DCOPs) has ga...
05/07/2014 ∙ by Tiep Le, et al. ∙
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BnB-ADOPT: An Asynchronous Branch-and-Bound DCOP Algorithm
Distributed constraint optimization (DCOP) problems are a popular way of...
01/15/2014 ∙ by William Yeoh, et al. ∙
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Dynamic Stochastic Orienteering Problems for Risk-Aware Applications
Orienteering problems (OPs) are a variant of the well-known prize-collec...
10/16/2012 ∙ by Hoong Chuin Lau, et al. ∙
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