The competition doubles as a research platform. The papers below come out of the team’s work on planning, execution monitoring, goal reasoning, perception and multi-robot coordination, and include the champion papers written after each world title.

Team members are shown in bold.

43 publications, 2009–2026.

2026

  1. WorkBenchMark: A LEGO-Based Assembly Benchmark with an Assembly-by-Disassembly Baseline for the Smart Manufacturing League

    Wenbo Ma, Daniel Swoboda, Matteo Tschesche, Till Hofmann

    Conference RoboCup Symposium

    Oral presentation, Incheon.

  2. Making Robots Play by the Rules: The ROS 2 CLIPS-Executive

    Tarik Viehmann, Daniel Swoboda, Samridhi Kalra, Himanshu Grover, Gerhard Lakemeyer

    Conference ICAART

2025

  1. From Production Logistics to Smart Manufacturing: The Vision for a New RoboCup Industrial League

    Supun Dissanayaka, Alexander Ferrein, Till Hofmann, Kosuke Nakajima, Mario Sanz-Lopez, Jesus Savage, Daniel Swoboda, Matteo Tschesche, Wataru Uemura, Tarik Viehmann, Shohei Yasuda

    Preprint arXiv preprint

    The league's own account of the RCLL-to-SML transition.

2024

  1. A ROS 2-Based Navigation and Simulation Stack for the Robotino

    Saurabh Borse, Tarik Viehmann, Alexander Ferrein, Gerhard Lakemeyer

    Conference RoboCup Symposium

  2. Using Off-the-Shelf Deep Neural Networks for Position-Based Visual Servoing

    Matteo Tschesche, Till Hofmann, Alexander Ferrein, Gerhard Lakemeyer

    Conference RoboCup Symposium

  3. A Light-Weighted Event-Based Simulation for the RoboCup Logistics League

    Dominik Lampel, Marco De Bortoli, Alain Rohr, Tarik Viehmann, Gerald Steinbauer-Wagner

    Conference RoboCup Symposium

  4. Planning and Execution for Mobile Robots Using Distributed Persistent Memory

    Tim Niemueller

    Thesis PhD thesis, RWTH Aachen University

2023

  1. Towards Bridging the Gap Between High-Level Reasoning and Execution on Robots

    Till Hofmann

    Thesis PhD thesis, RWTH Aachen University

2022

  1. Winning the RoboCup Logistics League with Visual Servoing and Centralized Goal Reasoning

    Tarik Viehmann, Nicolas Limpert, Till Hofmann, Mike Henning, Alexander Ferrein, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the 2022 title.

  2. Towards Using Promises for Multi-Agent Cooperation in Goal Reasoning

    Daniel Swoboda, Till Hofmann, Tarik Viehmann, Gerhard Lakemeyer

    Preprint arXiv preprint

2021

  1. Multi-Agent Goal Reasoning with the CLIPS Executive in the RoboCup Logistics League

    Till Hofmann, Tarik Viehmann, Mostafa Gomaa, Daniel Habering, Tim Niemueller, Gerhard Lakemeyer

    Conference ICAART

  2. Transforming Robotic Plans with Timed Automata to Solve Temporal Platform Constraints

    Tarik Viehmann, Till Hofmann, Gerhard Lakemeyer

    Conference IJCAI

  3. Portable High-Level Agent Programming with golog++

    Victor Mataré, Tarik Viehmann, Till Hofmann, Gerhard Lakemeyer, Alexander Ferrein, Stefan Schiffer

    Conference ICAART

  4. Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots

    Daniel Habering, Till Hofmann, Gerhard Lakemeyer

    Conference IJCAI

2020

  1. Macro Operator Synthesis for ADL Domains

    Till Hofmann, Tim Niemueller, Gerhard Lakemeyer

    Conference ECAI

2019

  1. Winning the RoboCup Logistics League with Fast Navigation, Precise Manipulation, and Robust Goal Reasoning

    Till Hofmann, Nicolas Limpert, Victor Mataré, Alexander Ferrein, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the 2019 title.

  2. Goal Reasoning in the CLIPS Executive for Integrated Planning and Execution

    Tim Niemueller, Till Hofmann, Gerhard Lakemeyer

    Conference ICAPS

    The CLIPS Executive the team's agents still build on.

  3. Integrated Synthesis and Execution of Optimal Plans for Multi-Robot Systems in Logistics

    Francesco Leofante, Erika Ábrahám, Tim Niemueller, Gerhard Lakemeyer, Armando Tacchella

    Journal Information Systems Frontiers 21(1)

  4. RoboCup 2019: Robot World Cup XXIII

    Stephan K. Chalup, Tim Niemüller, Jackrit Suthakorn, Mary-Anne Williams

    Edited volume Springer LNCS 11531

    Proceedings volume, as editor.

2018

  1. ASP-Based Time-Bounded Planning for Logistics Robots

    Björn Schäpers, Tim Niemueller, Gerhard Lakemeyer, Martin Gebser, Torsten Schaub

    Conference ICAPS

  2. Constraint-Based Online Transformation of Abstract Plans into Executable Robot Actions

    Till Hofmann, Victor Mataré, Stefan Schiffer, Alexander Ferrein, Gerhard Lakemeyer

    Conference AAAI Spring Symposium

2017

  1. Enhancing Software and Hardware Reliability for a Successful Participation in the RoboCup Logistics League 2017

    Till Hofmann, Victor Mataré, Tobias Neumann, Sebastian Schönitz, Christoph Henke, Nicolas Limpert, Tim Niemueller, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the 2017 title.

  2. Initial Results on Generating Macro Actions from a Plan Database for Planning on Autonomous Mobile Robots

    Till Hofmann, Tim Niemueller, Gerhard Lakemeyer

    Conference ICAPS

  3. On the Synthesis of Guaranteed-Quality Plans for Robot Fleets in Logistics Scenarios via Optimization Modulo Theories

    Francesco Leofante, Erika Ábrahám, Tim Niemueller, Gerhard Lakemeyer, Armando Tacchella

    Conference IEEE IRI

2016

  1. Improvements for a Robust Production in the RoboCup Logistics League 2016

    Tim Niemueller, Tobias Neumann, Christoph Henke, Sebastian Schönitz, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the 2016 title.

  2. International Harting Open Source Award 2016: Fawkes for the RoboCup Logistics League

    Tim Niemueller, Tobias Neumann, Christoph Henke, Sebastian Schönitz, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

    The open-source award submission for the full stack release.

  3. Robust Multi-modal Detection of Industrial Signal Light Towers

    Victor Mataré, Tim Niemueller, Gerhard Lakemeyer

    Conference RoboCup Symposium

  4. An Integration Challenge to Bridge the Gap Among Industry-Inspired RoboCup Leagues

    Sebastian Zug, Tim Niemueller, Nico Hochgeschwender, Kai Seidensticker, Martin Seidel, Tim Friedrich, Tobias Neumann, Ulrich Karras, Gerhard K. Kraetzschmar, Alexander Ferrein

    Conference RoboCup Symposium

  5. Knowledge-Based Instrumentation and Control for Competitive Industry-Inspired Robotic Domains

    Tim Niemueller, Sebastian Zug, Sven Schneider, Ulrich Karras

    Journal Künstliche Intelligenz 30(3-4)

  6. Continual Planning in Golog

    Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer

    Conference AAAI

  7. Interruptible Task Execution with Resumption in Golog

    Gesche Gierse, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer

    Conference ECAI

  8. Controlling Logistics Robots with the Action-Based Language YAGI

    Alexander Ferrein, Christopher Maier, Clemens Mühlbacher, Tim Niemueller, Gerald Steinbauer, Stavros Vassos

    Conference ICIRA

2015

  1. The Carologistics Approach to Cope with the Increased Complexity and New Challenges of the RoboCup Logistics League 2015

    Tim Niemueller, Sebastian Reuter, Daniel Ewert, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the 2015 title.

  2. Fawkes for the RoboCup Logistics League

    Tim Niemueller, Sebastian Reuter, Alexander Ferrein

    Conference RoboCup Symposium

    The reference to cite when using the released software stack.

  3. Evaluation of the RoboCup Logistics League and Derived Criteria for Future Competitions

    Tim Niemueller, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

2014

  1. Decisive Factors for the Success of the Carologistics RoboCup Team in the RoboCup Logistics League 2014

    Tim Niemueller, Sebastian Reuter, Daniel Ewert, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

    Champion paper for the team's first world title.

  2. Simulation for the RoboCup Logistics League with Real-World Environment Agency and Multi-level Abstraction

    Frederik Zwilling, Tim Niemueller, Gerhard Lakemeyer

    Conference RoboCup Symposium

2013

  1. RoboCup Logistics League Sponsored by Festo: A Competitive Factory Automation Testbed

    Tim Niemueller, Daniel Ewert, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference RoboCup Symposium

  2. Towards Benchmarking Cyber-Physical Systems in Factory Automation Scenarios

    Tim Niemueller, Daniel Ewert, Sebastian Reuter, Ulrich Karras, Alexander Ferrein, Sabina Jeschke, Gerhard Lakemeyer

    Conference KI

  3. Incremental Task-Level Reasoning in a Competitive Factory Automation Scenario

    Tim Niemueller, Gerhard Lakemeyer, Alexander Ferrein

    Conference AAAI Spring Symposium

2010

  1. Design Principles of the Component-Based Robot Software Framework Fawkes

    Tim Niemüller, Alexander Ferrein, Daniel Beck, Gerhard Lakemeyer

    Conference SIMPAR

    The framework the team competed on for a decade.

  2. Providing Ground-Truth Data for the Nao Robot Platform

    Tim Niemüller, Alexander Ferrein, Gerhard Eckel, David Pirrò, Patrick Podbregar, Tobias Kellner, Christof Rath, Gerald Steinbauer

    Conference RoboCup Symposium

2009

  1. A Lua-Based Behavior Engine for Controlling the Humanoid Robot Nao

    Tim Niemüller, Alexander Ferrein, Gerhard Lakemeyer

    Conference RoboCup Symposium

    The Behavior Engine still referenced by the team's stack.

Citing our work

For the ROS 2 CLIPS Executive, cite Making Robots Play by the Rules (Viehmann et al., ICAART 2026). For the assembly benchmark, cite WorkBenchMark . For the older Fawkes stack, cite Fawkes for the RoboCup Logistics League (Niemueller, Reuter, Ferrein; RoboCup Symposium 2015).