Alexander Dockhorn

80 papers B 4C 18Journal 37Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Gameplay Traces to Game Mechanics: Causal Induction with Large Language Models.
CoRR
Mohit Jiwatode, Alexander Dockhorn, Bodo Rosenhahn
2026 B conf
Immersive and Enjoyable Explanations On Distinct Explainability Requirements in Games.
REFSQ
Jakob Droste, Ronja Fuchs, Hannah Deters, Martin Obaidi, Alexander Dockhorn, Kurt Schneider
2026 J jnl
Investigating Scale-Independent UCT Exploration Factor Strategies.
IEEE Trans. Games
Robin Schmöcker, Christoph Schnell, Alexander Dockhorn
2025 J jnl
A Survey of Non-Learning-Based Abstractions for Sequential Decision-Making.
IEEE Access
Robin Schmöcker, Alexander Dockhorn
2025 J jnl
AI-based character generation for disease stories: a case study using epidemiological data to highlight preventable risk factors.
i-com
Sarah Mittenentzwei, Laura A. Garrison, Beatrice Budich, Kai Lawonn, Alexander Dockhorn, Bernhard Preim, Monique Meuschke
2025 J jnl
AUPO - Abstracted Until Proven Otherwise: A Reward Distribution Based Abstraction Algorithm.
CoRR
Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn
2025 J jnl
Accelerating Probabilistic Planning Research: High-Speed Implementations of Stochastic Markov Decision Processes and Their Catalogization.
IEEE Access
Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn
2025 J jnl
Discovering State Equivalences in UCT Search Trees By Action Pruning.
CoRR
Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn
2025 J jnl
Explaining Neural Style Transfer [AI-eXplained].
IEEE Comput. Intell. Mag.
Chun-Hao Yang, Yi-Sheng Liao, Chun-Rong Huang, Alexander Dockhorn
2025 C conf
Generating Ensembles of Search Policies to Solve Baba is You Levels.
CoG
Robert Ronge, Erik Albrecht, Dominik Woiwode, Alexander Dockhorn
2025 J jnl
Grouping Nodes With Known Value Differences: A Lossless UCT-based Abstraction Algorithm.
CoRR
Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn
2025 C conf
How Do Players Perceive Gender Discrimination? On the Differences of Harassment in Online Games.
CoG
Ronja Fuchs, Jakob Droste, Alexander Dockhorn
2025 J jnl
Investigating Intra-Abstraction Policies For Non-exact Abstraction Algorithms.
CoRR
Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn
2025 J jnl
Investigating Scale Independent UCT Exploration Factor Strategies.
CoRR
Robin Schmöcker, Christoph Schnell, Alexander Dockhorn
2025 C conf
Time-Critical and Confidence-Based Abstraction Dropping Methods.
CoG
Robin Schmöcker, Lennart Kampmann, Alexander Dockhorn
2025 J jnl
Time-critical and confidence-based abstraction dropping methods.
CoRR
Robin Schmöcker, Lennart Kampmann, Alexander Dockhorn
2025 C conf
Training a Reinforcement Learning Agent for Tales of Tribute.
CoG
Sebastian Lashmet, Alexander Dockhorn
2024 — conf
AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios.
GECCO Companion
Daan Apeldoorn, Alexander Dockhorn, Torsten Panholzer
2024 J jnl
From Code to Play: Benchmarking Program Search for Games Using Large Language Models.
CoRR
Manuel Eberhardinger, James Goodman, Alexander Dockhorn, Diego Perez Liebana, Raluca D. Gaina, Duygu Çakmak, Setareh Maghsudi, Simon M. Lucas
2024 J jnl
Guest Editorial: AI-eXplained (Part II) [Guest Editorial].
IEEE Comput. Intell. Mag.
Pau-Choo Chung, Alexander Dockhorn, Jen-Wei Huang
2024 C conf
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning.
CoG
Linjie Xu, Zichuan Liu, Alexander Dockhorn, Diego Perez Liebana, Jinyu Wang, Lei Song, Jiang Bian
2024 J jnl
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning.
CoRR
Linjie Xu, Zichuan Liu, Alexander Dockhorn, Diego Perez Liebana, Jinyu Wang, Lei Song, Jiang Bian
2024 C conf
Markov Senior - Learning Markov Junior Grammars to Generate User-specified Content.
CoG
Mehmet Kayra Oguz, Alexander Dockhorn
2024 J jnl
Markov Senior - Learning Markov Junior Grammars to Generate User-specified Content.
CoRR
Mehmet Kayra Oguz, Alexander Dockhorn
2024 C conf
Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies.
CoG
Carlo Nübel, Alexander Dockhorn, Sanaz Mostaghim
2024 J jnl
Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies.
CoRR
Carlo Nübel, Alexander Dockhorn, Sanaz Mostaghim
2024 C conf
Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization.
CoG
Mohit Jiwatode, Leon Schlecht, Alexander Dockhorn
2024 J jnl
Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization.
CoRR
Mohit Jiwatode, Leon Schlecht, Alexander Dockhorn
2024 J jnl
Personalized Dynamic Difficulty Adjustment - Imitation Learning Meets Reinforcement Learning.
CoRR
Ronja Fuchs, Robin Gieseke, Alexander Dockhorn
2024 C conf
Personalized Dynamic Difficulty Adjustment Imitation Learning Meets Reinforcement Learning.
CoG
Ronja Fuchs, Robin Gieseke, Alexander Dockhorn
2024 C conf
Strategy Game-Playing with Size-Constrained State Abstraction.
CoG
Linjie Xu, Diego Perez Liebana, Alexander Dockhorn
2024 J jnl
Strategy Game-Playing with Size-Constrained State Abstraction.
CoRR
Linjie Xu, Diego Perez Liebana, Alexander Dockhorn
2023 J jnl
AI-Explained (Part I) [Guest Editorial].
IEEE Comput. Intell. Mag.
Pau-Choo Chung, Alexander Dockhorn, Jen-Wei Huang
2023 — conf
AutoRL Hyperparameter Landscapes.
AutoML
Aditya Mohan, Carolin Benjamins, Konrad Wienecke, Alexander Dockhorn, Marius Lindauer
2023 J jnl
AutoRL Hyperparameter Landscapes.
CoRR
Aditya Mohan, Carolin Benjamins, Konrad Wienecke, Alexander Dockhorn, Marius Lindauer
2023 J jnl
Elastic Monte Carlo Tree Search.
IEEE Trans. Games
Linjie Xu, Alexander Dockhorn, Diego Perez Liebana
2023 J jnl
Evolutionary Algorithm for Parameter Optimization of Context-Steering Agents.
IEEE Trans. Games
Alexander Dockhorn, Martin Kirst, Sanaz Mostaghim, Martin Wieczorek, Heiner Zille
2023 B conf
Evolutionary Optimization of Baba Is You Agents.
CEC
Christopher Olson, Lars Wagner, Alexander Dockhorn
2023 B conf
Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience.
CEC
Chang-Shing Lee, Mei-Hui Wang, Chih-Yu Chen, Fu-Jie Yang, Alexander Dockhorn
2022 — ch.
Balancing Exploration and Exploitation in Forward Model Learning.
Advances in Intelligent Systems Research and Innovation
Alexander Dockhorn, Rudolf Kruse
2022 J jnl
Choosing Representation, Mutation, and Crossover in Genetic Algorithms.
IEEE Comput. Intell. Mag.
Alexander Dockhorn, Simon Lucas
2022 C conf
Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing.
CoG
Linjie Xu, Jorge Hurtado Grueso, Dominic Jeurissen, Diego Perez Liebana, Alexander Dockhorn
2022 J jnl
Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing.
CoRR
Linjie Xu, Jorge Hurtado Grueso, Dominik Jeurissen, Diego Perez Liebana, Alexander Dockhorn
2022 C conf
Generalizations of Steering - A Modular Design.
CoG
Lars Wagner, Christopher Olson, Alexander Dockhorn
2021 — ch.
Association Rule Mining for Unknown Video Games.
Fuzzy Approaches for Soft Computing and Approximate Reasoning
Alexander Dockhorn, Chris Saxton, Rudolf Kruse
2021 J jnl
Exception-Tolerant Hierarchical Knowledge Bases for Forward Model Learning.
IEEE Trans. Games
Daan Apeldoorn, Alexander Dockhorn
2021 C conf
Game State and Action Abstracting Monte Carlo Tree Search for General Strategy Game-Playing.
CoG
Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez Liebana
2021 C conf
Generating Diverse and Competitive Play-Styles for Strategy Games.
CoG
Diego Pérez-Liébana, Cristina Guerrero-Romero, Alexander Dockhorn, Linjie Xu, Jorge Hurtado Grueso, Dominik Jeurissen
2021 J jnl
Generating Diverse and Competitive Play-Styles for Strategy Games.
CoRR
Diego Pérez-Liébana, Cristina Guerrero-Romero, Alexander Dockhorn, Dominik Jeurissen, Linjie Xu
2021 J jnl
Modellheuristiken für effizientes forward model learning.
Autom.
Alexander Dockhorn, Rudolf Kruse
2021 C conf
Multi-Objective Optimization and Decision-Making in Context Steering.
CoG
Alexander Dockhorn, Sanaz Mostaghim, Martin Kirst, Martin Zettwitz
2021 B conf
Portfolio Search and Optimization for General Strategy Game-Playing.
CEC
Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez Liebana
2021 J jnl
Portfolio Search and Optimization for General Strategy Game-Playing.
CoRR
Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez Liebana
2020 J jnl
Design and Implementation of TAG: A Tabletop Games Framework.
CoRR
Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raúl Montoliu, Diego Perez Liebana
2020 — conf
Forward Model Learning for Motion Control Tasks.
IEEE Conf. on Intelligent Systems
Alexander Dockhorn, Rudolf Kruse
2020 C conf
Local Forward Model Learning for GVGAI Games.
CoG
Alexander Dockhorn, Simon M. Lucas
2020 J jnl
Predicting Cards Using a Fuzzy Multiset Clustering of Decks.
Int. J. Comput. Intell. Syst.
Alexander Dockhorn, Rudolf Kruse
2020 — —
Prediction-based search for autonomous game-playing
Alexander Dockhorn
2020 — conf
STRATEGA: A General Strategy Games Framework.
AIIDE Workshops
Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen, Diego Perez Liebana
2020 — conf
TAG: A Tabletop Games Framework.
AIIDE Workshops
Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raúl Montoliu, Diego Perez Liebana
2020 J jnl
The Design Of "Stratega": A General Strategy Games Framework.
CoRR
Diego Perez Liebana, Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen
2020 — ch.
Vorhersagebasierte Suche für autonomes Spielen.
Ausgezeichnete Informatikdissertationen
Alexander Dockhorn
2019 C conf
A Local Approach to Forward Model Learning: Results on the Game of Life Game.
CoG
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
2019 J jnl
A Local Approach to Forward Model Learning: Results on the Game of Life Game.
CoRR
Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Pérez-Liébana, Sanaz Mostaghim, Rudolf Kruse
2019 — conf
Fuzzy Multiset Clustering for Metagame Analysis.
EUSFLAT Conf.
Alexander Dockhorn, Tony Schwensfeier, Rudolf Kruse
2019 J jnl
Introducing the Hearthstone-AI Competition.
CoRR
Alexander Dockhorn, Sanaz Mostaghim
2019 C conf
Learning Local Forward Models on Unforgiving Games.
CoG
Alexander Dockhorn, Simon M. Lucas, Vanessa Volz, Ivan Bravi, Raluca D. Gaina, Diego Perez Liebana
2019 J jnl
Learning Local Forward Models on Unforgiving Games.
CoRR
Alexander Dockhorn, Simon M. Lucas, Vanessa Volz, Ivan Bravi, Raluca D. Gaina, Diego Perez Liebana
2018 — conf
Forward Model Approximation for General Video Game Learning.
CIG
Alexander Dockhorn, Daan Apeldoorn
2018 — conf
Model Decomposition for Forward Model Approximation.
SSCI
Alexander Dockhorn, Tim Tippelt, Rudolf Kruse
2018 — conf
Predicting Opponent Moves for Improving Hearthstone AI.
IPMU (2)
Alexander Dockhorn, Max Frick, Ünal Akkaya, Rudolf Kruse
2017 — conf
A decision heuristic for Monte Carlo tree search doppelkopf agents.
SSCI
Alexander Dockhorn, Christoph Doell, Matthias Hewelt, Rudolf Kruse
2017 — conf
Combining cooperative and adversarial coevolution in the context of pac-man.
CIG
Alexander Dockhorn, Rudolf Kruse
2017 — conf
Using a multiobjective genetic algorithm for curve approximation.
SSCI
Tim Sabsch, Christian Braune, Alexander Dockhorn, Rudolf Kruse
2016 — conf
Variable density based clustering.
SSCI
Alexander Dockhorn, Christian Braune, Rudolf Kruse
2015 — conf
An Alternating Optimization Approach Based on Hierarchical Adaptations of DBSCAN.
SSCI
Alexander Dockhorn, Christian Braune, Rudolf Kruse
2015 — conf
Clustering Social Networks Using Competing Ant Hives.
ENIC
Pascal Held, Alexander Dockhorn, Benjamin Krause, Rudolf Kruse
2015 J jnl
On Merging and Dividing Social Graphs.
J. Artif. Intell. Soft Comput. Res.
Pascal Held, Alexander Dockhorn, Rudolf Kruse
2014 — conf
Generating Events for Dynamic Social Network Simulations.
IPMU (2)
Pascal Held, Alexander Dockhorn, Rudolf Kruse
2014 — conf
On merging and dividing of Barabási-Albert-graphs.
EALS
Pascal Held, Alexander Dockhorn, Rudolf Kruse