Thomas Gabel

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 14

Top Venues

RoboCup

ICCBR

AISI

EAIS

University of Osnabrück (PHD)

Education History

University of Osnabrück

PHD

Publications

Thomas Gabel, Fabian Sommer
Case-Based Learning and Reasoning Using Layered Boundary Multigraphs. ICCBR (2022)
Thomas Gabel, Fabian Sommer
Instance-Based Opponent Action Prediction in Soccer Simulation Using Boundary Graphs. RoboCup (2022)
Alaa Tharwat, Thomas Gabel
Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm. Neural Comput. Appl. 32 (11) (2020)
Alaa Tharwat, Mohamed Elhoseny, Aboul Ella Hassanien, Thomas Gabel, Arun Kumar Sangaiah
Intelligent Bézier curve-based path planning model using Chaotic Particle Swarm Optimization algorithm. Clust. Comput. 22 (Supplement) (2019)
Thomas Gabel, Eicke Godehardt
On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning. ICCBR (2019)
Thomas Gabel, Philipp Klöppner, Eicke Godehardt, Alaa Tharwat
Communication in Soccer Simulation: On the Use of Wiretapping Opponent Teams. RoboCup (2018)
Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. Appl. Intell. 48 (8) (2018)
Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
Parameter Optimization of Support Vector Machine Using Dragonfly Algorithm. AISI (2017)
Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
Classification of Toxicity Effects of Biotransformed Hepatic Drugs Using Optimized Support Vector Machine. AISI (2017)
Thomas Gabel, Alaa Tharwat, Eicke Godehardt
Eavesdropping Opponent Agent Communication Using Deep Learning. MATES (2017)
Suleyman Gemici, Thomas Gabel, Benjamin Loffler, Alaa Tharwat
Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds. EAIS (2017)
Thomas Gabel, Egbert Falkenberg, Eicke Godehardt
Progress in RoboCup Revisited: The State of Soccer Simulation 2D. RoboCup (2016)
Thomas Gabel, Eicke Godehardt
I Know What You're Doing: A Case Study on Case-Based Opponent Modeling and Low-Level Action Prediction. ICCBR (Workshops) (2015)
Thomas Gabel, Eicke Godehardt
Top-Down Induction of Similarity Measures Using Similarity Clouds. ICCBR (2015)
Thomas Gabel, Christian Lutz, Martin A. Riedmiller
Improved neural fitted Q iteration applied to a novel computer gaming and learning benchmark. ADPRL (2011)
Thomas Gabel, Martin A. Riedmiller
On Progress in RoboCup: The Simulation League Showcase. RoboCup (2010)
Thomas Gabel
Cooperative Multi-Agent Systems from the Reinforcement Learning Perspective - Challenges, Algorithms, and an Application. Algorithmic Methods for Distributed Cooperative Systems (2009)
Martin A. Riedmiller, Thomas Gabel, Roland Hafner, Sascha Lange
Reinforcement learning for robot soccer. Auton. Robots 27 (1) (2009)
Thomas Gabel, Martin A. Riedmiller, Florian Trost
A Case Study on Improving Defense Behavior in Soccer Simulation 2D: The NeuroHassle Approach. RoboCup (2008)
Thomas Gabel, Martin A. Riedmiller
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies. AAMAS (3) (2008)
Thomas Gabel, Martin A. Riedmiller
Increasing Precision of Credible Case-Based Inference. ECCBR (2008)
Thomas Gabel, Martin A. Riedmiller
Evaluation of Batch-Mode Reinforcement Learning Methods for Solving DEC-MDPs with Changing Action Sets. EWRL (2008)
Thomas Gabel, Martin A. Riedmiller
Joint Equilibrium Policy Search for Multi-Agent Scheduling Problems. MATES (2008)
Thomas Gabel, Martin A. Riedmiller
Scaling Adaptive Agent-Based Reactive Job-Shop Scheduling to Large-Scale Problems. CISched (2007)
Martin A. Riedmiller, Thomas Gabel
On Experiences in a Complex and Competitive Gaming Domain: Reinforcement Learning Meets RoboCup. CIG (2007)
Thomas Gabel, Martin A. Riedmiller
An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs. ICCBR (2007)
Thomas Gabel, Martin A. Riedmiller
Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners. ECCBR (2006)
Armin Stahl, Thomas Gabel
Optimizing Similarity Assessment in Case-Based Reasoning. AAAI (2006)
Martin A. Riedmiller, Thomas Gabel, Roland Hafner, Sascha Lange, Martin Lauer
Die Brainstormers: Entwurfsprinzipien lernfähiger autonomer Roboter. Inform. Spektrum 29 (3) (2006)
Thomas Gabel, Martin A. Riedmiller
Reducing policy degradation in neuro-dynamic programming. ESANN (2006)
Thomas Gabel, Martin A. Riedmiller
Learning a Partial Behavior for a Competitive Robotic Soccer Agent. Künstliche Intell. 20 (2) (2006)
Thomas Gabel, Martin A. Riedmiller
CBR for State Value Function Approximation in Reinforcement Learning. ICCBR (2005)
Thomas Gabel
On the Use of Vocabulary Knowledge for Learning Similarity Measures. Wissensmanagement (2005)
Thomas Gabel
On the Use of Vocabulary Knowledge for Learning Similarity Measures. Wissensmanagement (LNCS Volume) (2005)
Thomas Gabel, Armin Stahl
Exploiting Background Knowledge when Learning Similarity Measures. ECCBR (2004)
Armin Stahl, Thomas Gabel
Using Evolution Programs to Learn Local Similarity Measures. ICCBR (2003)

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Publication Activity (10 Years)

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Thomas Gabel