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Information Theoretic Evaluation of Random Content Generation in Games

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Publications

Time as it could be measured in artificial living systems

Author(s): Andrei D. Robu, Christoph Salge, Chrystopher L. Nehaniv, Daniel Polani
Published in: Proceedings of the 14th European Conference on Artificial Life ECAL 2017, 2017, Page(s) 360-367
DOI: 10.7551/ecal_a_061

Generative design in minecraft (GDMC) - settlement generation competition

Author(s): Christoph Salge, Michael Cerny Green, Rodgrigo Canaan, Julian Togelius
Published in: Proceedings of the 13th International Conference on the Foundations of Digital Games - FDG '18, 2018, Page(s) 1-10
DOI: 10.1145/3235765.3235814

New And Surprising Ways to Be Mean

Author(s): Christian Guckelsberger, Christoph Salge, Julian Togelius
Published in: 2018 IEEE Conference on Computational Intelligence and Games (CIG), 2018, Page(s) 1-8
DOI: 10.1109/cig.2018.8490453

Accelerating Empowerment Computation with UCT Tree Search

Author(s): Christoph Salge, Christian Guckelsberger, Rodrigo Canaan, Tobias Mahlmann
Published in: 2018 IEEE Conference on Computational Intelligence and Games (CIG), 2018, Page(s) 1-8
DOI: 10.1109/cig.2018.8490447

Organic building generation in minecraft

Author(s): Michael Cerny Green, Christoph Salge, Julian Togelius
Published in: Proceedings of the 14th International Conference on the Foundations of Digital Games - FDG '19, 2019, Page(s) 1-7
DOI: 10.1145/3337722.3341846

Automatic Generation of Level Maps with the Do What’s Possible Representation

Author(s): Daniel Ashlock, Christoph Salge
Published in: 2019 IEEE Conference on Games (CoG), 2019, Page(s) 1-8
DOI: 10.1109/cig.2019.8848032

The Riddle of Togelby

Author(s): Daniel Ashlock, Christoph Salge
Published in: 2019 IEEE Conference on Games (CoG), 2019, Page(s) 1-8
DOI: 10.1109/cig.2019.8847990

A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking

Author(s): Stephenson, Matthew; Anderson, Damien; Khalifa, Ahmed; Levine, John; Renz, Jochen; Togelius, Julian; Salge, Christoph
Published in: Note: This paper is accepted but not yet published by IEEE CEC 2020, Issue 1, 2020

Leveling the playing field - fairness in AI versus human game benchmarks

Author(s): Rodrigo Canaan, Christoph Salge, Julian Togelius, Andy Nealen
Published in: Proceedings of the 14th International Conference on the Foundations of Digital Games - FDG '19, 2019, Page(s) 1-8
DOI: 10.1145/3337722.3337750

Generative Design in Minecraft: Chronicle Challenge

Author(s): Salge, Christoph; Guckelsberger, Christian; Green, Michael Cerny; Canaan, Rodrigo; Togelius, Julian
Published in: Proceedings of 10th International Conference on Computational Creativity, ICCC2019, Issue 1, 2019

Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop

Author(s): Martin Biehl, Christian Guckelsberger, Christoph Salge, Simón C. Smith, Daniel Polani
Published in: Frontiers in Neurorobotics, Issue 12, 2018, ISSN 1662-5218
DOI: 10.3389/fnbot.2018.00045

Empowerment As Replacement for the Three Laws of Robotics

Author(s): Christoph Salge, Daniel Polani
Published in: Frontiers in Robotics and AI, Issue 4, 2017, ISSN 2296-9144
DOI: 10.3389/frobt.2017.00025

Measuring Time with Minimal Clocks

Author(s): Andrei D. Robu, Christoph Salge, Chrystopher L. Nehaniv, Daniel Polani
Published in: Artificial Life, Issue 25/4, 2019, Page(s) 383-409, ISSN 1064-5462
DOI: 10.1162/artl_a_00303

The AI Settlement Generation Challenge in Minecraft

Author(s): Christoph Salge, Michael Cerny Green, Rodrigo Canaan, Filip Skwarski, Rafael Fritsch, Adrian Brightmoore, Shaofang Ye, Changxing Cao, Julian Togelius
Published in: KI - Künstliche Intelligenz, Issue 34/1, 2020, Page(s) 19-31, ISSN 0933-1875
DOI: 10.1007/s13218-020-00635-0

Deceptive Games

Author(s): Damien Anderson, Matthew Stephenson, Julian Togelius, Christoph Salge, John Levine, Jochen Renz
Published in: Applications of Evolutionary Computation, Issue 10784, 2018, Page(s) 376-391
DOI: 10.1007/978-3-319-77538-8_26

Intrinsically Motivated Autonomy in Human-Robot Interaction: Human Perception of Predictive Information in Robots

Author(s): Marcus M. Scheunemann, Christoph Salge, Kerstin Dautenhahn
Published in: Towards Autonomous Robotic Systems - 20th Annual Conference, TAROS 2019, London, UK, July 3–5, 2019, Proceedings, Part I, Issue 11649, 2019, Page(s) 325-337
DOI: 10.1007/978-3-030-23807-0_27