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A Survey of Behavior Trees in Robotics and AI

A Survey of Behavior Trees in Robotics and AI

12 May 2020
Matteo Iovino
Edvards Scukins
Jonathan Styrud
Petter Ögren
Christian Smith
    AI4CE
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Papers citing "A Survey of Behavior Trees in Robotics and AI"

50 / 86 papers shown
Title
The First WARA Robotics Mobile Manipulation Challenge -- Lessons Learned
The First WARA Robotics Mobile Manipulation Challenge -- Lessons Learned
David Cáceres-Domínguez
M. Iannotta
Abhishek Kashyap
Shuo Sun
Yuxuan Yang
...
Zheng Jia
Graziano Carriero
Sofia Lindqvist
Silvio Di Castro
Matteo Iovino
33
0
0
11 May 2025
Combining Quality of Service and System Health Metrics in MAPE-K based ROS Systems through Behavior Trees
Combining Quality of Service and System Health Metrics in MAPE-K based ROS Systems through Behavior Trees
Andreas Wiedholz
Rafael Paintner
Julian Gleißner
Alwin Hoffmann
39
0
0
29 Apr 2025
BT-ACTION: A Test-Driven Approach for Modular Understanding of User Instruction Leveraging Behaviour Trees and LLMs
BT-ACTION: A Test-Driven Approach for Modular Understanding of User Instruction Leveraging Behaviour Trees and LLMs
Alexander Leszczynski
Sarah Gillet
Iolanda Leite
Fethiye Irmak Dogan
LM&Ro
56
0
0
03 Apr 2025
Extending Behavior Trees for Robotic Missions with Quality Requirements
Extending Behavior Trees for Robotic Missions with Quality Requirements
Razan Ghzouli
Rebekka Wohlrab
Jennifer Horkoff
56
0
0
21 Mar 2025
A Unified Framework for Real-Time Failure Handling in Robotics Using Vision-Language Models, Reactive Planner and Behavior Trees
A Unified Framework for Real-Time Failure Handling in Robotics Using Vision-Language Models, Reactive Planner and Behavior Trees
Faseeh Ahmad
Hashim Ismail
Jonathan Styrud
Maj Stenmark
Volker Krueger
46
1
0
19 Mar 2025
Learning and planning for optimal synergistic human-robot coordination in manufacturing contexts
Samuele Sandrini
M. Faroni
N. Pedrocchi
63
0
0
10 Mar 2025
On the Fly Adaptation of Behavior Tree-Based Policies through Reinforcement Learning
M. Iannotta
J. A. Stork
Erik Schaffernicht
Todor Stoyanov
36
0
0
08 Mar 2025
A formal implementation of Behavior Trees to act in robotics
A formal implementation of Behavior Trees to act in robotics
Felix Ingrand
54
0
0
17 Feb 2025
BTGenBot: Behavior Tree Generation for Robotic Tasks with Lightweight LLMs
BTGenBot: Behavior Tree Generation for Robotic Tasks with Lightweight LLMs
Riccardo Andrea Izzo
Gianluca Bardaro
Matteo Matteucci
LM&Ro
63
8
0
08 Jan 2025
A Behavior Architecture for Fast Humanoid Robot Door Traversals
A Behavior Architecture for Fast Humanoid Robot Door Traversals
Duncan Calvert
Luigi Penco
Dexton Anderson
Tomasz Bialek
Arghya Chatterjee
Bhavyansh Mishra
Geoffrey Clark
Sylvain Bertrand
Robert Griffin
AI4CE
44
0
0
05 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and
  Discussion on the Integration and Impact of Robots Using Large Language
  Models for Healthcare
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare
Souren Pashangpour
Goldie Nejat
LM&MA
53
7
0
05 Nov 2024
Addressing Failures in Robotics using Vision-Based Language Models
  (VLMs) and Behavior Trees (BT)
Addressing Failures in Robotics using Vision-Based Language Models (VLMs) and Behavior Trees (BT)
Faseeh Ahmad
Jonathan Styrud
Volker Krueger
39
1
0
03 Nov 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
Bowen Li
Zhaoyu Li
Qiwei Du
Jinqi Luo
Wenshan Wang
...
Katia Sycara
Pradeep Kumar Ravikumar
Alexander G. Gray
X. Si
Sebastian A. Scherer
AI4CE
LRM
81
3
0
01 Nov 2024
Behavior Trees in Functional Safety Supervisors for Autonomous Vehicles
Behavior Trees in Functional Safety Supervisors for Autonomous Vehicles
Carlos Conejo
Vicenç Puig
Bernardo Morcego
Francisco Navas
Vicente Milanés
16
0
0
03 Oct 2024
HARMONIC: A Framework for Explanatory Cognitive Robots
HARMONIC: A Framework for Explanatory Cognitive Robots
Sanjay Oruganti
S. Nirenburg
M. McShane
Jesse English
Michael K. Roberts
Christian Arndt
27
3
0
26 Sep 2024
Automatic Behavior Tree Expansion with LLMs for Robotic Manipulation
Automatic Behavior Tree Expansion with LLMs for Robotic Manipulation
Jonathan Styrud
Matteo Iovino
M. Norrlöf
Mårten Björkman
Christian Smith
LLMAG
35
4
0
20 Sep 2024
LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning
LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning
Jicong Ao
Fan Wu
Yansong Wu
Abdalla Swikir
Sami Haddadin
40
5
0
16 Sep 2024
Behavior Tree Generation using Large Language Models for Sequential
  Manipulation Planning with Human Instructions and Feedback
Behavior Tree Generation using Large Language Models for Sequential Manipulation Planning with Human Instructions and Feedback
Jicong Ao
Yansong Wu
Fan Wu
Sami Haddadin
LM&Ro
31
1
0
14 Sep 2024
DECAF: a Discrete-Event based Collaborative Human-Robot Framework for
  Furniture Assembly
DECAF: a Discrete-Event based Collaborative Human-Robot Framework for Furniture Assembly
Giulio Giacomuzzo
Matteo Terreran
Siddarth Jain
Diego Romeres
31
1
0
28 Aug 2024
Autonomous Behavior Planning For Humanoid Loco-manipulation Through
  Grounded Language Model
Autonomous Behavior Planning For Humanoid Loco-manipulation Through Grounded Language Model
Jin Wang
Arturo Laurenzi
Nikos Tsagarakis
LM&Ro
28
5
0
15 Aug 2024
Execution Semantics of Behavior Trees in Robotic Applications
Execution Semantics of Behavior Trees in Robotic Applications
Enrico Ghiorzi
Armando Tacchella
Matteo Palmas
Michaela Klauck
Armando Tacchella
24
0
0
31 Jul 2024
ROS-LLM: A ROS framework for embodied AI with task feedback and
  structured reasoning
ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning
Christopher E. Mower
Yuhui Wan
Hongzhan Yu
Antoine Grosnit
Jonas Gonzalez-Billandon
...
Kun Shao
Xingyue Quan
Jianye Hao
Jun Wang
Haitham Bou-Ammar
LM&Ro
LLMAG
45
9
0
28 Jun 2024
Adaptive Manipulation using Behavior Trees
Adaptive Manipulation using Behavior Trees
Jacques Cloete
W. Merkt
Ioannis Havoutis
31
0
0
20 Jun 2024
Comparison between Behavior Trees and Finite State Machines
Comparison between Behavior Trees and Finite State Machines
Matteo Iovino
Julian Förster
Pietro Falco
Jen Jen Chung
Roland Siegwart
Christian Smith
48
5
0
25 May 2024
Modular, Resilient, and Scalable System Design Approaches -- Lessons
  learned in the years after DARPA Subterranean Challenge
Modular, Resilient, and Scalable System Design Approaches -- Lessons learned in the years after DARPA Subterranean Challenge
Prasanna Sriganesh
James Maier
Adam Johnson
Burhanuddin Shirose
Rohan Chandrasekar
Charles Noren
Joshua Spisak
Ryan Darnley
Bhaskar Vundurthy
Matthew Travers
43
3
0
27 Apr 2024
A survey of air combat behavior modeling using machine learning
A survey of air combat behavior modeling using machine learning
Patrick Ribu Gorton
Andreas Strand
K. Brathen
AI4CE
37
8
0
22 Apr 2024
Adaptable Recovery Behaviors in Robotics: A Behavior Trees and Motion
  Generators(BTMG) Approach for Failure Management
Adaptable Recovery Behaviors in Robotics: A Behavior Trees and Motion Generators(BTMG) Approach for Failure Management
Faseeh Ahmad
Matthias Mayr
Sulthan Suresh-Fazeela
Volker Krueger
46
2
0
09 Apr 2024
Behavior Trees in Industrial Applications: A Case Study in Underground
  Explosive Charging
Behavior Trees in Industrial Applications: A Case Study in Underground Explosive Charging
Mattias Hallen
Matteo Iovino
Shiva Sander-Tavallaey
Christian Smith
OffRL
AI4CE
44
2
0
28 Mar 2024
CoBOS: Constraint-Based Online Scheduler for Human-Robot Collaboration
CoBOS: Constraint-Based Online Scheduler for Human-Robot Collaboration
Marina Ionova
Jan Kristof Behrens
19
0
0
27 Mar 2024
BVR Gym: A Reinforcement Learning Environment for Beyond-Visual-Range
  Air Combat
BVR Gym: A Reinforcement Learning Environment for Beyond-Visual-Range Air Combat
Edvards Scukins
Markus Klein
Lars Kroon
Petter Ögren
OffRL
38
3
0
26 Mar 2024
Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks
Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks
Jonathan Salfity
Selma Wanna
Minkyu Choi
Mitch Pryor
43
1
0
25 Mar 2024
Mission Planning and Safety Assessment for Pipeline Inspection Using
  Autonomous Underwater Vehicles: A Framework based on Behavior Trees
Mission Planning and Safety Assessment for Pipeline Inspection Using Autonomous Underwater Vehicles: A Framework based on Behavior Trees
Martin Aubard
Sergio Quijano
Olaya Álvarez-Tunón
László Antal
Maria Costa
Yury Brodskiy
19
3
0
06 Feb 2024
Behavior Tree Capabilities for Dynamic Multi-Robot Task Allocation with
  Heterogeneous Robot Teams
Behavior Tree Capabilities for Dynamic Multi-Robot Task Allocation with Heterogeneous Robot Teams
G. Heppner
David Oberacker
A. Roennau
Rüdiger Dillmann
19
1
0
05 Feb 2024
Design Frameworks for Spatial Zone Agents in XRI Metaverse Smart
  Environments
Design Frameworks for Spatial Zone Agents in XRI Metaverse Smart Environments
Jie Guan
Jiamin Liu
Alexis Morris
37
1
0
19 Jan 2024
A Study on Training and Developing Large Language Models for Behavior
  Tree Generation
A Study on Training and Developing Large Language Models for Behavior Tree Generation
Fu Li
Xueying Wang
Bin Li
Yunlong Wu
Yanzhen Wang
Xiaodong Yi
14
4
0
16 Jan 2024
An Industrial Perspective on Multi-Agent Decision Making for
  Interoperable Robot Navigation following the VDA5050 Standard
An Industrial Perspective on Multi-Agent Decision Making for Interoperable Robot Navigation following the VDA5050 Standard
Niels van Duijkeren
Luigi Palmieri
R. Lange
Alexander Kleiner
AI4CE
32
0
0
24 Nov 2023
BeBOP -- Combining Reactive Planning and Bayesian Optimization to Solve
  Robotic Manipulation Tasks
BeBOP -- Combining Reactive Planning and Bayesian Optimization to Solve Robotic Manipulation Tasks
Jonathan Styrud
Matthias Mayr
Erik Hellsten
Volker Krueger
Christian Smith
24
9
0
02 Oct 2023
When Prolog meets generative models: a new approach for managing
  knowledge and planning in robotic applications
When Prolog meets generative models: a new approach for managing knowledge and planning in robotic applications
Enrico Saccon
Ahmet Tikna
Davide De Martini
Edoardo Lamon
Marco Roveri
Luigi Palopoli
LM&Ro
43
2
0
26 Sep 2023
Distributed Behavior Trees for Heterogeneous Robot Teams
Distributed Behavior Trees for Heterogeneous Robot Teams
G. Heppner
Nils Berg
David Oberacker
N. Spielbauer
A. Roennau
Rüdiger Dillmann
24
4
0
15 Sep 2023
BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling
  for Resource-Constrained Edge Clusters
BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling for Resource-Constrained Edge Clusters
Ke Luo
Ouyang Tao
Zhi Zhou
Xu Chen
32
1
0
31 Aug 2023
Using Knowledge Representation and Task Planning for Robot-agnostic
  Skills on the Example of Contact-Rich Wiping Tasks
Using Knowledge Representation and Task Planning for Robot-agnostic Skills on the Example of Contact-Rich Wiping Tasks
Matthias Mayr
Faseeh Ahmad
Alexander Duerr
Volker Krueger
33
8
0
27 Aug 2023
An Extended Convergence Result for Behaviour Tree Controllers
An Extended Convergence Result for Behaviour Tree Controllers
Christopher Iliffe Sprague
Petter Ögren
18
1
0
17 Aug 2023
Learning Hierarchical Interactive Multi-Object Search for Mobile
  Manipulation
Learning Hierarchical Interactive Multi-Object Search for Mobile Manipulation
F. Schmalstieg
Daniel Honerkamp
Tim Welschehold
Abhinav Valada
24
14
0
12 Jul 2023
SkiROS2: A skill-based Robot Control Platform for ROS
SkiROS2: A skill-based Robot Control Platform for ROS
Matthias Mayr
Francesco Rovida
Volker Krueger
19
19
0
29 Jun 2023
Improving the performance of Learned Controllers in Behavior Trees using
  Value Function Estimates at Switching Boundaries
Improving the performance of Learned Controllers in Behavior Trees using Value Function Estimates at Switching Boundaries
Mart Kartasev
Petter Ögren
16
1
0
30 May 2023
Mastering Asymmetrical Multiplayer Game with Multi-Agent
  Asymmetric-Evolution Reinforcement Learning
Mastering Asymmetrical Multiplayer Game with Multi-Agent Asymmetric-Evolution Reinforcement Learning
Chenglu Sun
Yi-cui Zhang
Yu Zhang
Ziling Lu
Jingbin Liu
Si-Qi Xu
Weidong Zhang
27
0
0
20 Apr 2023
Reactive Multi-agent Coordination using Auction-based Task Allocation
  and Behavior Trees
Reactive Multi-agent Coordination using Auction-based Task Allocation and Behavior Trees
Niklas Dahlquist
B. Lindqvist
Akshit Saradagi
G. Nikolakopoulos
35
5
0
04 Apr 2023
A Framework for Learning Behavior Trees in Collaborative Robotic
  Applications
A Framework for Learning Behavior Trees in Collaborative Robotic Applications
Matteo Iovino
Jonathan Styrud
Pietro Falco
Christian Smith
30
8
0
20 Mar 2023
Assistive Robot Teleoperation Using Behavior Trees
Assistive Robot Teleoperation Using Behavior Trees
Mohamed H. Behery
Minh Trinh
C. Brecher
G. Lakemeyer
11
1
0
09 Mar 2023
Robot Behavior-Tree-Based Task Generation with Large Language Models
Robot Behavior-Tree-Based Task Generation with Large Language Models
Yue Cao
C. S. Lee
LM&Ro
20
28
0
24 Feb 2023
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