Alexander Dockhorn

About Alexander Dockhorn

Alexander Dockhorn, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Otto-von-Guericke-Universität Magdeburg, specializes in the field of Machine Learning, Decision-Making, Computational Intelligence in Games.

His recent articles reflect a diverse array of research interests and contributions to the field:

Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

Guest Editorial: AI-eXplained (Part II)[Guest Editorial]

2023 Index IEEE Computational Intelligence Magazine Vol. 18

AI-Explained (Part I)[Guest Editorial]

Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience

Evolutionary Optimization of Baba Is You Agents

Elastic Monte Carlo Tree Search

State and action abstraction for search and reinforcement learning algorithms

Alexander Dockhorn Information

University

Position

___

Citations(all)

331

Citations(since 2020)

300

Cited By

144

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Alexander Dockhorn Skills & Research Interests

Machine Learning

Decision-Making

Computational Intelligence in Games

Top articles of Alexander Dockhorn

Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

arXiv preprint arXiv:2404.09715

2024/4/15

Guest Editorial: AI-eXplained (Part II)[Guest Editorial]

IEEE Computational Intelligence Magazine

2024/1/8

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Jen-Wei Huang
Jen-Wei Huang

H-Index: 10

2023 Index IEEE Computational Intelligence Magazine Vol. 18

IEEE Computational Intelligence Magazine

2023/11

AI-Explained (Part I)[Guest Editorial]

IEEE Computational Intelligence Magazine

2023/10/17

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Jen-Wei Huang
Jen-Wei Huang

H-Index: 10

Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience

2023/7/1

Evolutionary Optimization of Baba Is You Agents

2023/7/1

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Elastic Monte Carlo Tree Search

IEEE Transactions on Games

2023/6/2

State and action abstraction for search and reinforcement learning algorithms

2023/4/18

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Rudolf Kruse
Rudolf Kruse

H-Index: 28

Autorl hyperparameter landscapes

2023

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Marius Lindauer
Marius Lindauer

H-Index: 21

2022 Index IEEE Computational Intelligence Magazine Vol. 17

IEEE Computational Intelligence Magazine

2022/11

Choosing representation, mutation, and crossover in genetic algorithms

IEEE Computational Intelligence Magazine

2022/11/1

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Simon Lucas
Simon Lucas

H-Index: 30

Generalizations of steering-a modular design

2022/8/21

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Elastic monte carlo tree search with state abstraction for strategy game playing

2022/8/21

Linjie Xu
Linjie Xu

H-Index: 0

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Evolutionary Algorithm for Parameter Optimization of Context-Steering Agents

IEEE Transactions on Games

2022/3/7

Towards applicable state abstractions: a preview in strategy games

The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)

2022

Balancing Exploration and Exploitation in Forward Model Learning

Advances in Intelligent Systems Research and Innovation

2022

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Rudolf Kruse
Rudolf Kruse

H-Index: 28

Multi-objective optimization and decision-making in context steering

2021/8/17

Alexander Dockhorn
Alexander Dockhorn

H-Index: 7

Sanaz Mostaghim
Sanaz Mostaghim

H-Index: 21

Game state and action abstracting monte carlo tree search for general strategy game-playing

2021/8/17

Generating diverse and competitive play-styles for strategy games

2021/8/17

Portfolio search and optimization for general strategy game-playing

2021/6/28

See List of Professors in Alexander Dockhorn University(Otto-von-Guericke-Universität Magdeburg)

Co-Authors

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