Jochen Renz

Jochen Renz

Australian National University

H-index: 30

Oceania-Australia

About Jochen Renz

Jochen Renz, With an exceptional h-index of 30 and a recent h-index of 16 (since 2020), a distinguished researcher at Australian National University, specializes in the field of Artificial Intelligence, Spatial Reasoning, Physical Reasoning, Qualitative Reasoning, Knowledge Representation.

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

NovPhy: A Testbed for Physical Reasoning in Open-world Environments

Phy-Q as a measure for physical reasoning intelligence

Physics-Based Task Generation through Causal Sequence of Physical Interactions

ChatGPT4PCG Competition: Character-like Level Generation for Science Birds

Measuring the Performance of Open-World AI Systems

Science Birds Novelty: an Open-world Learning Test-bed for Physics Domains

Don't do it: Safer Reinforcement Learning With Rule-based Guidance

Measuring Difficulty of Novelty Reaction

Jochen Renz Information

University

Position

Professor

Citations(all)

4516

Citations(since 2020)

964

Cited By

4093

hIndex(all)

30

hIndex(since 2020)

16

i10Index(all)

54

i10Index(since 2020)

34

Email

University Profile Page

Australian National University

Google Scholar

View Google Scholar Profile

Jochen Renz Skills & Research Interests

Artificial Intelligence

Spatial Reasoning

Physical Reasoning

Qualitative Reasoning

Knowledge Representation

Top articles of Jochen Renz

Title

Journal

Author(s)

Publication Date

NovPhy: A Testbed for Physical Reasoning in Open-world Environments

arXiv preprint arXiv:2303.01711

Chathura Gamage

Vimukthini Pinto

Cheng Xue

Peng Zhang

Ekaterina Nikonova

...

2023/3/3

Phy-Q as a measure for physical reasoning intelligence

Nature Machine Intelligence

Cheng Xue

Vimukthini Pinto

Chathura Gamage

Ekaterina Nikonova

Peng Zhang

...

2023/1

Physics-Based Task Generation through Causal Sequence of Physical Interactions

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Chathura Gamage

Vimukthini Pinto

Matthew Stephenson

Jochen Renz

2023/10/6

ChatGPT4PCG Competition: Character-like Level Generation for Science Birds

arXiv preprint arXiv:2303.15662

Pittawat Taveekitworachai

Febri Abdullah

Mury F Dewantoro

Ruck Thawonmas

Julian Togelius

...

2023/3/28

Measuring the Performance of Open-World AI Systems

Vimukthini Pinto

Jochen Renz

Cheng Xue

K Doctor

D Aha

2022

Science Birds Novelty: an Open-world Learning Test-bed for Physics Domains

Proceedings of the AAAI Spring Symposium on Designing AI for Open-World Novelty, Palo Alto, CA, USA

Cheng Xue

Vimukthini Pinto

Peng Zhang

Chathura Gamage

Ekaterina Nikonova

...

2022/3

Don't do it: Safer Reinforcement Learning With Rule-based Guidance

arXiv preprint arXiv:2212.13819

Ekaterina Nikonova

Cheng Xue

Jochen Renz

2022/12/28

Measuring Difficulty of Novelty Reaction

arXiv preprint arXiv:2207.13857

Ekaterina Nikonova

Cheng Xue

Vimukthini Pinto

Chathura Gamage

Peng Zhang

...

2022/7/28

Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains

Hua Hua

Dongxu Li

Ruiqi Li

Peng Zhang

Jochen Renz

...

2022

Unsupervised Novelty Characterization in Physical Environments Using Qualitative Spatial Relations

Ruiqi Li

Hua Hua

Patrik Haslum

Jochen Renz

2021

Deceptive Level Generation for Angry Birds

Chathura Gamage

Vimukthini Pinto

Jochen Renz

Matthew Stephenson

2021/8/17

Spatial concepts in the conversation with a computer

Stephan Winter

Timothy Baldwin

Martin Tomko

Jochen Renz

Werner Kuhn

...

2021/6/21

The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds

arXiv preprint arXiv:2106.08670

Vimukthini Pinto

Cheng Xue

Chathura Nagoda Gamage

Jochen Renz

2021/6/16

Neural factoid geospatial question answering

Journal of Spatial Information Science

Haonan Li

Ehsan Hamzei

Ivan Majic

Hua Hua

Jochen Renz

...

2021

Novelty Generation Framework for AI Agents in Angry Birds Style Physics Games

Chathura Gamage

Vimukthini Pinto

Cheng Xue

Matthew Stephenson

Peng Zhang

...

2021/8/17

A continuous information gain measure to find the most discriminatory problems for ai benchmarking

Matthew Stephenson

Damien Anderson

Ahmed Khalifa

John Levine

Jochen Renz

...

2020/7/19

The computational complexity of Angry Birds

Artificial Intelligence

Matthew Stephenson

Jochen Renz

Xiaoyu Ge

2020/3/1

Support relation analysis for objects in multiple view rgb-d images

Peng Zhang

Xiaoyu Ge

Jochen Renz

2020

See List of Professors in Jochen Renz University(Australian National University)

Co-Authors

H-index: 77
Julian Togelius

Julian Togelius

New York University

H-index: 59
Bernhard Nebel

Bernhard Nebel

Albert-Ludwigs-Universität Freiburg

H-index: 58
Anthony (Tony) G Cohn

Anthony (Tony) G Cohn

University of Leeds

H-index: 51
Stephen Gould

Stephen Gould

Australian National University

H-index: 37
Markus Knauff

Markus Knauff

Justus-Liebig-Universität Giessen

H-index: 32
Alfonso Gerevini

Alfonso Gerevini

Brescia University

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