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 …

[HTML][HTML] Conflict-based search for optimal multi-agent pathfinding

G Sharon, R Stern, A Felner, NR Sturtevant - Artificial intelligence, 2015 - Elsevier
In the multi-agent pathfinding problem (MAPF) we are given a set of agents each with
respective start and goal positions. The task is to find paths for all agents while avoiding …

Suboptimal variants of the conflict-based search algorithm for the multi-agent pathfinding problem

M Barer, G Sharon, R Stern, A Felner - Proceedings of the international …, 2014 - ojs.aaai.org
The task in the multi-agent path finding problem (MAPF) is to find paths for multiple agents,
each with a different start and goal position, such that agents do not collide. A successful …

Icbs: The improved conflict-based search algorithm for multi-agent pathfinding

E Boyarski, A Felner, R Stern, G Sharon… - Proceedings of the …, 2015 - ojs.aaai.org
Abstract Conflict-Based Search (CBS) and its generalization, Meta-Agent CBS are amongst
the strongest newly introduced algorithms for Multi-Agent Path Finding. This paper …

[HTML][HTML] Subdimensional expansion for multirobot path planning

G Wagner, H Choset - Artificial intelligence, 2015 - Elsevier
Planning optimal paths for large numbers of robots is computationally expensive. In this
paper, we introduce a new framework for multirobot path planning called subdimensional …

Search-based optimal solvers for the multi-agent pathfinding problem: Summary and challenges

A Felner, R Stern, S Shimony, E Boyarski… - Proceedings of the …, 2017 - ojs.aaai.org
Multi-agent pathfinding (MAPF) is an area of expanding research interest. At the core of this
research area, numerous diverse search-based techniques were developed in the past 6 …

Adding heuristics to conflict-based search for multi-agent path finding

A Felner, J Li, E Boyarski, H Ma, L Cohen… - Proceedings of the …, 2018 - ojs.aaai.org
Abstract Conflict-Based Search (CBS) and its enhancements are among the strongest
algorithms for the multi-agent path-finding problem. However, existing variants of CBS do …

Enhanced partial expansion A

M Goldenberg, A Felner, R Stern, G Sharon… - Journal of Artificial …, 2014 - jair.org
When solving instances of problem domains that feature a large branching factor, A* may
generate a large number of nodes whose cost is greater than the cost of the optimal solution …

Goal assignment and trajectory planning for large teams of interchangeable robots

M Turpin, K Mohta, N Michael, V Kumar - Autonomous Robots, 2014 - Springer
Abstract This paper presents Goal Assignment and Planning: a computationally tractable,
complete algorithm for generating dynamically feasible trajectories for NN interchangeable …

Microalgal nanobiotechnology and its applications—a brief overview

IA Adelere, A Lateef - Microbial Nanobiotechnology: Principles and …, 2021 - Springer
Nanobiotechnology is an emerging science concerned with the integration of biological
principles with nanotechnology to improve the strategies for nanoparticles synthesis and …