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GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion
  Planning with End-to-End Learning
v1v2v3 (latest)

GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion Planning with End-to-End Learning

IEEE Robotics and Automation Letters (RA-L), 2020
26 February 2020
Benjamin Rivière
Wolfgang Hoenig
Yisong Yue
Soon-Jo Chung
ArXiv (abs)PDFHTML

Papers citing "GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion Planning with End-to-End Learning"

42 / 42 papers shown
Robust Geospatial Coordination of Multi-Agent Communications Networks Under Attrition
Robust Geospatial Coordination of Multi-Agent Communications Networks Under Attrition
Jonathan S. Kent
Eliana Stefani
Brian K. Plancher
97
0
0
30 Nov 2025
LEARN: Learning End-to-End Aerial Resource-Constrained Multi-Robot Navigation
LEARN: Learning End-to-End Aerial Resource-Constrained Multi-Robot Navigation
Darren Chiu
Zhehui Huang
Ruohai Ge
Gaurav Sukhatme
115
0
0
21 Nov 2025
TBRD: TESLA Authenticated UAS Broadcast Remote ID
TBRD: TESLA Authenticated UAS Broadcast Remote ID
Jason Veara
Manav Jain
Kyle Moy
Aanjhan Ranganathan
131
1
0
13 Oct 2025
Multi-UAVs end-to-end Distributed Trajectory Generation over Point Cloud
  Data
Multi-UAVs end-to-end Distributed Trajectory Generation over Point Cloud Data
Antonio Marino
C. Pacchierotti
P. Giordano
3DPC
300
4
0
28 Jun 2024
Decentralized Monte Carlo Tree Search for Partially Observable
  Multi-agent Pathfinding
Decentralized Monte Carlo Tree Search for Partially Observable Multi-agent Pathfinding
Alexey Skrynnik
Anton Andreychuk
Konstantin Yakovlev
Aleksandr I. Panov
289
21
0
26 Dec 2023
Joint-Space Multi-Robot Motion Planning with Learned Decentralized
  Heuristics
Joint-Space Multi-Robot Motion Planning with Learned Decentralized Heuristics
Fengze Xie
Marcus Dominguez-Kuhne
Benjamin Rivière
Jialin Song
Wolfgang Hönig
Soon-Jo Chung
Yisong Yue
121
1
0
21 Nov 2023
Distributed Multi-agent Interaction Generation with Imagined Potential
  Games
Distributed Multi-agent Interaction Generation with Imagined Potential GamesAmerican Control Conference (ACC), 2023
Lingfeng Sun
Pin-Yun Hung
Changhao Wang
Masayoshi Tomizuka
Zhuo Xu
232
14
0
02 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 LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Alexey Skrynnik
Anton Andreychuk
Maria Nesterova
Konstantin Yakovlev
Aleksandr I. Panov
382
49
0
02 Oct 2023
Collision Avoidance and Navigation for a Quadrotor Swarm Using
  End-to-end Deep Reinforcement Learning
Collision Avoidance and Navigation for a Quadrotor Swarm Using End-to-end Deep Reinforcement LearningIEEE International Conference on Robotics and Automation (ICRA), 2023
Zhehui Huang
Zhaojing Yang
Rahul Krupani
Baskin Senbaslar
Sumeet Batra
Gaurav Sukhatme
378
21
0
23 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
239
7
0
25 Aug 2023
Dronevision: An Experimental 3D Testbed for Flying Light Specks
Dronevision: An Experimental 3D Testbed for Flying Light Specks
Hamed Alimohammadzadeh
Rohit Bernard
Yang Chen
Trung Phan
Prashant Singh
Shuqin Zhu
Heather Culbertson
Shahram Ghandeharizadeh
180
6
0
19 Aug 2023
DREAM: Decentralized Real-time Asynchronous Probabilistic Trajectory
  Planning for Collision-free Multi-Robot Navigation in Cluttered Environments
DREAM: Decentralized Real-time Asynchronous Probabilistic Trajectory Planning for Collision-free Multi-Robot Navigation in Cluttered EnvironmentsIEEE Transactions on robotics (TRO), 2023
Baskin Senbaslar
Gaurav Sukhatme
489
17
0
29 Jul 2023
Reinforced Potential Field for Multi-Robot Motion Planning in Cluttered
  Environments
Reinforced Potential Field for Multi-Robot Motion Planning in Cluttered EnvironmentsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Dengyu Zhang
Xinyu Zhang
Zheng Zhang
Bo Zhu
Qingrui Zhang
273
5
0
26 Jul 2023
CaRT: Certified Safety and Robust Tracking in Learning-based Motion
  Planning for Multi-Agent Systems
CaRT: Certified Safety and Robust Tracking in Learning-based Motion Planning for Multi-Agent SystemsIEEE Conference on Decision and Control (CDC), 2023
Hiroyasu Tsukamoto
Benjamin Rivière
Changrak Choi
A. Rahmani
Soon-Jo Chung
161
0
0
13 Jul 2023
Avoidance of Concave Obstacles through Rotation of Nonlinear Dynamics
Avoidance of Concave Obstacles through Rotation of Nonlinear DynamicsIEEE Transactions on robotics (TRO), 2023
L. Huber
Jean-Jacques E. Slotine
A. Billard
242
23
0
28 Jun 2023
Multi-Robot Path Planning Combining Heuristics and Multi-Agent Reinforcement Learning
Multi-Robot Path Planning Combining Heuristics and Multi-Agent Reinforcement Learning
Shaoming Peng
288
6
0
02 Jun 2023
Bounding Optimality Gaps for Non-Convex Optimization Problems:
  Applications to Nonlinear Safety-Critical Systems
Bounding Optimality Gaps for Non-Convex Optimization Problems: Applications to Nonlinear Safety-Critical SystemsIEEE Conference on Decision and Control (CDC), 2023
Prithvi Akella
Aaron D. Ames
246
0
0
07 Apr 2023
Chance-Constrained Multi-Robot Motion Planning under Gaussian
  Uncertainties
Chance-Constrained Multi-Robot Motion Planning under Gaussian UncertaintiesIEEE Robotics and Automation Letters (RA-L), 2023
Anne Theurkauf
Justin Kottinger
Nisar R. Ahmed
Morteza Lahijanian
3DV
304
7
0
20 Mar 2023
Probabilistic Guarantees for Nonlinear Safety-Critical Optimal Control
Probabilistic Guarantees for Nonlinear Safety-Critical Optimal ControlIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Prithvi Akella
Wyatt Ubellacker
Aaron D. Ames
188
4
0
11 Mar 2023
RLSS: Real-time, Decentralized, Cooperative, Networkless Multi-Robot
  Trajectory Planning using Linear Spatial Separations
RLSS: Real-time, Decentralized, Cooperative, Networkless Multi-Robot Trajectory Planning using Linear Spatial SeparationsAutonomous Robots (Auton. Robots), 2023
Baskin Senbaslar
Wolfgang Hönig
Nora Ayanian
251
24
0
24 Feb 2023
Multi-robot Social-aware Cooperative Planning in Pedestrian Environments
  Using Multi-agent Reinforcement Learning
Multi-robot Social-aware Cooperative Planning in Pedestrian Environments Using Multi-agent Reinforcement Learning
Zicheng He
Chunwei Song
Lu Dong
201
1
0
29 Nov 2022
Learning Control Admissibility Models with Graph Neural Networks for
  Multi-Agent Navigation
Learning Control Admissibility Models with Graph Neural Networks for Multi-Agent NavigationConference on Robot Learning (CoRL), 2022
Chenning Yu
Hong-Den Yu
Sicun Gao
235
25
0
17 Oct 2022
DMCA: Dense Multi-agent Navigation using Attention and Communication
DMCA: Dense Multi-agent Navigation using Attention and Communication
Senthil Hariharan Arul
Amrit Singh Bedi
Tianyi Zhou
390
3
0
14 Sep 2022
Neural-Rendezvous: Provably Robust Guidance and Control to Encounter
  Interstellar Objects
Neural-Rendezvous: Provably Robust Guidance and Control to Encounter Interstellar ObjectsJournal of Guidance Control and Dynamics (JGCD), 2022
Hiroyasu Tsukamoto
Soon-Jo Chung
Benjamin P. S. Donitz
M. Ingham
D. Mages
Yashwanth Kumar Nakka
BDL
172
4
0
09 Aug 2022
Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile
  Robots
Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots
Zicheng He
Lu Dong
Chunwei Song
Changyin Sun
232
39
0
13 Dec 2021
AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for
  Dynamic Crowded Environment
AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for Dynamic Crowded Environment
Huifeng Guan
Yuan Gao
Ming Zhao
Yong Yang
Fuqin Deng
Tin Lun Lam
203
2
0
02 Oct 2021
Local Repair of Neural Networks Using Optimization
Local Repair of Neural Networks Using Optimization
K. Majd
Siyu Zhou
H. B. Amor
Georgios Fainekos
S. Sankaranarayanan
182
7
0
28 Sep 2021
Learning Observation-Based Certifiable Safe Policy for Decentralized
  Multi-Robot Navigation
Learning Observation-Based Certifiable Safe Policy for Decentralized Multi-Robot Navigation
Yuxiang Cui
Longzhong Lin
Xiaolong Huang
Dongkun Zhang
Yue Wang
R. Xiong
264
13
0
16 Sep 2021
Decentralized Control of Quadrotor Swarms with End-to-end Deep
  Reinforcement Learning
Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning
Sumeet Batra
Zhehui Huang
Aleksei Petrenko
T. Kumar
Artem Molchanov
Gaurav Sukhatme
292
58
0
16 Sep 2021
Learning Selective Communication for Multi-Agent Path Finding
Learning Selective Communication for Multi-Agent Path Finding
Ziyuan Ma
Yudong Luo
Jia Pan
AI4CE
303
77
0
12 Sep 2021
Learning to Swarm with Knowledge-Based Neural Ordinary Differential
  Equations
Learning to Swarm with Knowledge-Based Neural Ordinary Differential EquationsIEEE International Conference on Robotics and Automation (ICRA), 2021
Tom Z. Jiahao
Lishuo Pan
M. A. Hsieh
345
12
0
10 Sep 2021
Distributed Heuristic Multi-Agent Path Finding with Communication
Distributed Heuristic Multi-Agent Path Finding with CommunicationIEEE International Conference on Robotics and Automation (ICRA), 2021
Ziyuan Ma
Yudong Luo
Hang Ma
191
111
0
21 Jun 2021
H-TD2: Hybrid Temporal Difference Learning for Adaptive Urban Taxi
  Dispatch
H-TD2: Hybrid Temporal Difference Learning for Adaptive Urban Taxi Dispatch
Benjamin Rivière
Soon-Jo Chung
92
5
0
05 May 2021
Nearest-Neighbor-based Collision Avoidance for Quadrotors via
  Reinforcement Learning
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement LearningIEEE International Conference on Robotics and Automation (ICRA), 2021
Ramzi Ourari
Kai Cui
Ahmed Elshamanhory
Heinz Koeppl
268
11
0
30 Apr 2021
Neural Tree Expansion for Multi-Robot Planning in Non-Cooperative
  Environments
Neural Tree Expansion for Multi-Robot Planning in Non-Cooperative EnvironmentsIEEE Robotics and Automation Letters (RA-L), 2021
Benjamin Rivière
Wolfgang Hoenig
Matthew O. Anderson
Soon-Jo Chung
396
14
0
20 Apr 2021
RLSS: Real-time Multi-Robot Trajectory Replanning using Linear Spatial
  Separations
RLSS: Real-time Multi-Robot Trajectory Replanning using Linear Spatial Separations
Baskin Senbaslar
Wolfgang Hönig
Nora Ayanian
197
10
0
13 Mar 2021
Learning-based Robust Motion Planning with Guaranteed Stability: A
  Contraction Theory Approach
Learning-based Robust Motion Planning with Guaranteed Stability: A Contraction Theory ApproachIEEE Robotics and Automation Letters (RA-L), 2021
Hiroyasu Tsukamoto
Soon-Jo Chung
OOD
291
41
0
25 Feb 2021
Learning Efficient Navigation in Vortical Flow Fields
Learning Efficient Navigation in Vortical Flow FieldsNature Communications (Nat Commun), 2021
Peter Gunnarson
Ioannis Mandralis
G. Novati
Petros Koumoutsakos
J. Dabiri
230
96
0
21 Feb 2021
Learning Interaction-Aware Trajectory Predictions for Decentralized
  Multi-Robot Motion Planning in Dynamic Environments
Learning Interaction-Aware Trajectory Predictions for Decentralized Multi-Robot Motion Planning in Dynamic EnvironmentsIEEE Robotics and Automation Letters (RA-L), 2021
Hai Zhu
Francisco Martínez Claramunt
B. Brito
Javier Alonso-Mora
230
72
0
10 Feb 2021
Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms
  using Learned Interactions
Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms using Learned InteractionsIEEE Transactions on robotics (IEEE Trans. Robot.), 2020
Guanya Shi
Wolfgang Hönig
Xichen Shi
Yisong Yue
Soon-Jo Chung
466
95
0
10 Dec 2020
Iterative Amortized Policy Optimization
Iterative Amortized Policy OptimizationNeural Information Processing Systems (NeurIPS), 2020
Joseph Marino
Alexandre Piché
Alessandro Davide Ialongo
Yisong Yue
OffRL
314
23
0
20 Oct 2020
Mobile Robot Path Planning in Dynamic Environments through Globally
  Guided Reinforcement Learning
Mobile Robot Path Planning in Dynamic Environments through Globally Guided Reinforcement Learning
Binyu Wang
Yanfeng Guo
Qingbiao Li
Amanda Prorok
242
321
0
11 May 2020
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