18 citations · 41 across the 7 of their papers we have counts for
5 papers · 1 filter
On the Relationship Between KR Approaches for Explainable Planning
Stylianos Loukas Vasileiou, William Yeoh, Tran Cao Son
In this paper, we build upon notions from knowledge representation and reasoning (KR) to expand a preliminary logic-based framework that characterizes the model reconciliation prob…
Automatic Algorithm Selection In Multi-agent Pathfinding
Devon Sigurdson, Vadim Bulitko, Sven Koenig +2
In a multi-agent pathfinding (MAPF) problem, agents need to navigate from their start to their goal locations without colliding into each other. There are various MAPF algorithms,…
Solving DCOPs with Distributed Large Neighborhood Search
Ferdinando Fioretto, Agostino Dovier, Enrico Pontelli +2
The field of Distributed Constraint Optimization has gained momentum in recent years, thanks to its ability to address various applications related to multi-agent cooperation. Neve…
A Realistic Dataset for the Smart Home Device Scheduling Problem for DCOPs
William Kluegel, Muhammad Aamir Iqbal, Ferdinando Fioretto +2
The field of Distributed Constraint Optimization has gained momentum in recent years thanks to its ability to address various applications related to multi-agent cooperation. While…
Dynamic Stochastic Orienteering Problems for Risk-Aware Applications
Hoong Chuin Lau, William Yeoh, Pradeep Varakantham +2
Orienteering problems (OPs) are a variant of the well-known prize-collecting traveling salesman problem, where the salesman needs to choose a subset of cities to visit within a giv…