A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical

J Gao, Y Li, X Li, K Yan, K Lin, X Wu - Knowledge-Based Systems, 2024 - Elsevier
Multi-agent pathfinding (MAPF) is a well-studied abstract model for navigation in a multi-
robot system, where every robot finds the path to its goal position without any collision. Due …

Graph-based multi-robot path finding and planning

H Ma - Current Robotics Reports, 2022 - Springer
Abstract Purpose of Review Planning collision-free paths for multiple robots is important for
real-world multi-robot systems and has been studied as an optimization problem on graphs …

Lifelong multi-agent path finding in large-scale warehouses

J Li, A Tinka, S Kiesel, JW Durham… - Proceedings of the …, 2021 - ojs.aaai.org
Abstract Multi-Agent Path Finding (MAPF) is the problem of moving a team of agents to their
goal locations without collisions. In this paper, we study the lifelong variant of MAPF, where …

Integrated task assignment and path planning for capacitated multi-agent pickup and delivery

Z Chen, J Alonso-Mora, X Bai… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Multi-agent Pickup and Delivery (MAPD) is a challenging industrial problem where a team of
robots is tasked with transporting a set of tasks, each from an initial location and each to a …

Multi-agent pathfinding with continuous time

A Andreychuk, K Yakovlev, P Surynek, D Atzmon… - Artificial Intelligence, 2022 - Elsevier
Abstract Multi-Agent Pathfinding (MAPF) is the problem of finding paths for multiple agents
such that each agent reaches its goal and the agents do not collide. In recent years, variants …

SAT competition 2020

N Froleyks, M Heule, M Iser, M Järvisalo, M Suda - Artificial Intelligence, 2021 - Elsevier
The SAT Competitions constitute a well-established series of yearly open international
algorithm implementation competitions, focusing on the Boolean satisfiability (or …

Pairwise symmetry reasoning for multi-agent path finding search

J Li, D Harabor, PJ Stuckey, H Ma, G Gange… - Artificial Intelligence, 2021 - Elsevier
Abstract Multi-Agent Path Finding (MAPF) is a challenging combinatorial problem that asks
us to plan collision-free paths for a team of cooperative agents. In this work, we show that …

Lacam: Search-based algorithm for quick multi-agent pathfinding

K Okumura - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
We propose a novel complete algorithm for multi-agent pathfinding (MAPF) called lazy
constraints addition search for MAPF (LaCAM). MAPF is a problem of finding collision-free …

[HTML][HTML] Priority inheritance with backtracking for iterative multi-agent path finding

K Okumura, M Machida, X Défago, Y Tamura - Artificial Intelligence, 2022 - Elsevier
Abstract In the Multi-Agent Path Finding (MAPF) problem, a set of agents moving on a graph
must reach their own respective destinations without inter-agent collisions. In practical MAPF …

Double-deck multi-agent pickup and delivery: Multi-robot rearrangement in large-scale warehouses

B Li, H Ma - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
We introduce a new problem formulation, Double-Deck Multi-Agent Pickup and Delivery (DD-
MAPD), which models the multi-robot shelf rearrangement problem in automated …