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Multi-Agent Pathfinding: Definitions, Variants, and Benchmarks

Multi-Agent Pathfinding: Definitions, Variants, and Benchmarks

19 June 2019
Roni Stern
Nathan R Sturtevant
Ariel Felner
Sven Koenig
Hang Ma
Thayne T. Walker
Jiaoyang Li
Dor Atzmon
L. Cohen
T. K. S. Kumar
Eli Boyarski
R. Barták
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Multi-Agent Pathfinding: Definitions, Variants, and Benchmarks"

50 / 224 papers shown
Title
Bin Assignment and Decentralized Path Planning for Multi-Robot Parcel
  Sorting
Bin Assignment and Decentralized Path Planning for Multi-Robot Parcel Sorting
Teng Guo
Jingjin Yu
66
0
0
26 Oct 2023
ALPHA: Attention-based Long-horizon Pathfinding in Highly-structured
  Areas
ALPHA: Attention-based Long-horizon Pathfinding in Highly-structured Areas
Chengyang He
Tianze Yang
Tanishq Duhan
Yutong Wang
Guillaume Sartoretti
AI4CE
75
5
0
12 Oct 2023
Multi-Robot Task Assignment and Path Finding for Time-Sensitive Missions
  with Online Task Generation
Multi-Robot Task Assignment and Path Finding for Time-Sensitive Missions with Online Task Generation
David Thorne
B. Lopez
55
0
0
09 Oct 2023
ORTAC+ : A User Friendly Domain Specific Language for Multi-Agent
  Mission Planning
ORTAC+ : A User Friendly Domain Specific Language for Multi-Agent Mission Planning
Caroline Bonhomme
Jean-Louis Dufour
31
0
0
03 Oct 2023
Homotopy-Aware Multi-Agent Path Planning in Plane
Homotopy-Aware Multi-Agent Path Planning in Plane
Kazumi Kasaura
58
0
0
03 Oct 2023
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via
  Planning and Learning
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via Planning and Learning
Alexey Skrynnik
Anton Andreychuk
Maria Nesterova
Konstantin Yakovlev
Aleksandr I. Panov
97
23
0
02 Oct 2023
Asynchronous Task Plan Refinement for Multi-Robot Task and Motion
  Planning
Asynchronous Task Plan Refinement for Multi-Robot Task and Motion Planning
Yoonchang Sung
Rahul Shome
Peter Stone
62
0
0
16 Sep 2023
MRNAV: Multi-Robot Aware Planning and Control Stack for Collision and
  Deadlock-free Navigation in Cluttered Environments
MRNAV: Multi-Robot Aware Planning and Control Stack for Collision and Deadlock-free Navigation in Cluttered Environments
Baskin Senbaslar
P. Luiz
Wolfgang Hönig
Gaurav Sukhatme
67
4
0
25 Aug 2023
Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding
Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding
Zhe Chen
Daniel Harabor
Jioyang Li
Peter Stuckey
177
9
0
22 Aug 2023
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning
  Techniques for Multi-Agent Pathfinding
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding
Jaeho Chung
Jamil Fayyad
Younes Al Younes
Homayoun Najjaran
80
17
0
11 Aug 2023
Engineering LaCAM$^\ast$: Towards Real-Time, Large-Scale, and
  Near-Optimal Multi-Agent Pathfinding
Engineering LaCAM∗^\ast∗: Towards Real-Time, Large-Scale, and Near-Optimal Multi-Agent Pathfinding
Keisuke Okumura
70
0
0
08 Aug 2023
MatrixWorld: A pursuit-evasion platform for safe multi-agent
  coordination and autocurricula
MatrixWorld: A pursuit-evasion platform for safe multi-agent coordination and autocurricula
Lijun Sun
Yu-Cheng Chang
Chao Lyu
Chin-Teng Lin
Yuhui Shi
120
1
0
27 Jul 2023
Monte-Carlo Tree Search for Multi-Agent Pathfinding: Preliminary Results
Monte-Carlo Tree Search for Multi-Agent Pathfinding: Preliminary Results
Yelisey Pitanov
Alexey Skrynnik
Anton Andreychuk
Konstantin Yakovlev
Aleksandr I. Panov
114
4
0
25 Jul 2023
An algorithm with improved complexity for pebble motion/multi-agent path
  finding on trees
An algorithm with improved complexity for pebble motion/multi-agent path finding on trees
Stefano Ardizzoni
Irene Saccani
L. Consolini
M. Locatelli
Bernhard Nebel
16
3
0
24 Jul 2023
Introducing Delays in Multi-Agent Path Finding
Introducing Delays in Multi-Agent Path Finding
Justin Kottinger
Tzvika Geft
Shaull Almagor
Oren Salzman
Morteza Lahijanian
73
3
0
20 Jul 2023
MARBLER: An Open Platform for Standardized Evaluation of Multi-Robot
  Reinforcement Learning Algorithms
MARBLER: An Open Platform for Standardized Evaluation of Multi-Robot Reinforcement Learning Algorithms
R. Torbati
Shubbham Lohiya
Shivika Singh
Meher Shashwat Nigam
Harish Ravichandar
72
1
0
08 Jul 2023
SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially
  Observable Multi-Agent Path Finding
SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially Observable Multi-Agent Path Finding
Qiushi Lin
Hang Ma
122
19
0
05 Jul 2023
Solving Multi-Agent Target Assignment and Path Finding with a Single
  Constraint Tree
Solving Multi-Agent Target Assignment and Path Finding with a Single Constraint Tree
Yimin Tang
Z. Ren
Jiaoyang Li
Katia Sycara
80
4
0
02 Jul 2023
Efficient Heuristics for Multi-Robot Path Planning in Crowded
  Environments
Efficient Heuristics for Multi-Robot Path Planning in Crowded Environments
Teng Guo
Jingjin Yu
75
5
0
26 Jun 2023
Fine-Grained Complexity Analysis of Multi-Agent Path Finding on 2D Grids
Fine-Grained Complexity Analysis of Multi-Agent Path Finding on 2D Grids
Tzvika Geft
69
3
0
25 May 2023
On Computing Universal Plans for Partially Observable Multi-Agent Path
  Finding
On Computing Universal Plans for Partially Observable Multi-Agent Path Finding
Fengming Zhu
Fang-Chang Lin
61
0
0
25 May 2023
Terraforming -- Environment Manipulation during Disruptions for
  Multi-Agent Pickup and Delivery
Terraforming -- Environment Manipulation during Disruptions for Multi-Agent Pickup and Delivery
D. Vainshtein
Yaakov Sherma
Kiril Solovey
Oren Salzman
71
2
0
19 May 2023
Counterfactual Fairness Filter for Fair-Delay Multi-Robot Navigation
Counterfactual Fairness Filter for Fair-Delay Multi-Robot Navigation
Hikaru Asano
Ryo Yonetani
Mai Nishimura
Tadashi Kozuno
81
0
0
19 May 2023
Tracking Progress in Multi-Agent Path Finding
Tracking Progress in Multi-Agent Path Finding
Bojie Shen
Zhe Chen
Muhammad Aamir Cheema
Daniel Harabor
Peter Stuckey
AI4CE
62
8
0
15 May 2023
Multi-Robot Coordination and Layout Design for Automated Warehousing
Multi-Robot Coordination and Layout Design for Automated Warehousing
Yulun Zhang
Matthew C. Fontaine
Varun Bhatt
Stefanos Nikolaidis
Jiaoyang Li
87
28
0
10 May 2023
Improving LaCAM for Scalable Eventually Optimal Multi-Agent Pathfinding
Improving LaCAM for Scalable Eventually Optimal Multi-Agent Pathfinding
Keisuke Okumura
81
22
0
05 May 2023
Double-Deck Multi-Agent Pickup and Delivery: Multi-Robot Rearrangement
  in Large-Scale Warehouses
Double-Deck Multi-Agent Pickup and Delivery: Multi-Robot Rearrangement in Large-Scale Warehouses
Baiyu Li
Hang Ma
116
22
0
27 Apr 2023
The Study of Highway for Lifelong Multi-Agent Path Finding
The Study of Highway for Lifelong Multi-Agent Path Finding
Ming-feng Li
Min Sun
32
2
0
09 Apr 2023
Robust Multi-Agent Pickup and Delivery with Delays
Robust Multi-Agent Pickup and Delivery with Delays
Giacomo Lodigiani
Nicola Basilico
Francesco Amigoni
30
3
0
30 Mar 2023
Coordination of Multiple Robots along Given Paths with Bounded Junction
  Complexity
Coordination of Multiple Robots along Given Paths with Bounded Junction Complexity
Mikkel Abrahamsen
Tzvika Geft
Dan Halperin
Barak Ugav
78
6
0
01 Mar 2023
SCRIMP: Scalable Communication for Reinforcement- and
  Imitation-Learning-Based Multi-Agent Pathfinding
SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding
Yutong Wang
Bairan Xiang
Shinan Huang
Guillaume Sartoretti
101
36
0
01 Mar 2023
Online On-Demand Multi-Robot Coverage Path Planning
Online On-Demand Multi-Robot Coverage Path Planning
Ratijit Mitra
Indranil Saha
17
1
0
28 Feb 2023
Toward Efficient Physical and Algorithmic Design of Automated Garages
Toward Efficient Physical and Algorithmic Design of Automated Garages
Teng Guo
Jingjin Yu
66
7
0
02 Feb 2023
Periodic Multi-Agent Path Planning
Periodic Multi-Agent Path Planning
Kazumi Kasaura
Ryo Yonetani
Mai Nishimura
73
4
0
26 Jan 2023
HoLA Robots: Mitigating Plan-Deviation Attacks in Multi-Robot Systems
  with Co-Observations and Horizon-Limiting Announcements
HoLA Robots: Mitigating Plan-Deviation Attacks in Multi-Robot Systems with Co-Observations and Horizon-Limiting Announcements
Kacper Wardega
Max von Hippel
Roberto Tron
Cristina Nita-Rotaru
Wenchao Li
AAML
53
2
0
25 Jan 2023
In Which Graph Structures Can We Efficiently Find Temporally Disjoint
  Paths and Walks?
In Which Graph Structures Can We Efficiently Find Temporally Disjoint Paths and Walks?
Pascal Kunz
Hendrik Molter
M. Zehavi
20
9
0
25 Jan 2023
Enhanced Multi-Objective A* with Partial Expansion
Enhanced Multi-Objective A* with Partial Expansion
Valmiki Kothare
Z. Ren
Sivakumar Rathinam
Howie Choset
63
0
0
06 Dec 2022
Fault-Tolerant Offline Multi-Agent Path Planning
Fault-Tolerant Offline Multi-Agent Path Planning
Keisuke Okumura
Sébastien Tixeuil
OffRL
44
3
0
25 Nov 2022
LaCAM: Search-Based Algorithm for Quick Multi-Agent Pathfinding
LaCAM: Search-Based Algorithm for Quick Multi-Agent Pathfinding
Keisuke Okumura
79
58
0
24 Nov 2022
Cost Splitting for Multi-Objective Conflict-Based Search
Cost Splitting for Multi-Objective Conflict-Based Search
Cheng Ge
Han Zhang
Jiaoyang Li
Sven Koenig
69
1
0
23 Nov 2022
An Information-Theoretic Approach for Estimating Scenario Generalization
  in Crowd Motion Prediction
An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction
Gang Qiao
Kaidong Hu
Seonghyeon Moon
Samuel S. Sohn
Sejong Yoon
Mubbasir Kapadia
Vladimir Pavlovic
65
0
0
02 Nov 2022
Lazy Incremental Search for Efficient Replanning with Bounded
  Suboptimality Guarantees
Lazy Incremental Search for Efficient Replanning with Bounded Suboptimality Guarantees
J. Lim
Mahdi Ghanei
Richard Connor Lawson
S. Srinivasa
Panagiotis Tsiotras
73
2
0
23 Oct 2022
Learning Control Admissibility Models with Graph Neural Networks for
  Multi-Agent Navigation
Learning Control Admissibility Models with Graph Neural Networks for Multi-Agent Navigation
Chenning Yu
Hong-Den Yu
Sicun Gao
79
17
0
17 Oct 2022
The Small Solution Hypothesis for MAPF on Strongly Connected Directed
  Graphs Is True
The Small Solution Hypothesis for MAPF on Strongly Connected Directed Graphs Is True
Bernhard Nebel
AI4CE
19
3
0
10 Oct 2022
Multi-Robot Motion Planning for Unit Discs with Revolving Areas
Multi-Robot Motion Planning for Unit Discs with Revolving Areas
P. Agarwal
Tzvika Geft
Dan Halperin
Erin Taylor
85
5
0
30 Sep 2022
Constrained Multi-Agent Path Finding on Directed Graphs
Constrained Multi-Agent Path Finding on Directed Graphs
Stefano Ardizzoni
L. Consolini
M. Locatelli
Irene Saccani
20
2
0
26 Sep 2022
Efficiently Reconfiguring a Connected Swarm of Labeled Robots
Efficiently Reconfiguring a Connected Swarm of Labeled Robots
S. Fekete
Peter Kramer
Christian Rieck
Christian Scheffer
Arne Schmidt
59
6
0
22 Sep 2022
Analysis Of The Anytime MAPF Solvers Based On The Combination Of
  Conflict-Based Search (CBS) and Focal Search (FS)
Analysis Of The Anytime MAPF Solvers Based On The Combination Of Conflict-Based Search (CBS) and Focal Search (FS)
Ilya Ivanashev
Anton Andreychuk
Konstantin Yakovlev
30
1
0
20 Sep 2022
RTAW: An Attention Inspired Reinforcement Learning Method for
  Multi-Robot Task Allocation in Warehouse Environments
RTAW: An Attention Inspired Reinforcement Learning Method for Multi-Robot Task Allocation in Warehouse Environments
Aakriti Agrawal
Amrit Singh Bedi
Tianyi Zhou
116
20
0
13 Sep 2022
Obtaining Robust Control and Navigation Policies for Multi-Robot
  Navigation via Deep Reinforcement Learning
Obtaining Robust Control and Navigation Policies for Multi-Robot Navigation via Deep Reinforcement Learning
Christian Jestel
H. Surmann
Jonas Stenzel
Oliver Urbann
Marius Brehler
46
9
0
07 Sep 2022
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