Jochen Renz

ORCID: 0000-0003-3928-2255
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Constraint Satisfaction and Optimization
  • Data Management and Algorithms
  • Artificial Intelligence in Games
  • AI-based Problem Solving and Planning
  • Geographic Information Systems Studies
  • Reinforcement Learning in Robotics
  • Semantic Web and Ontologies
  • Digital Games and Media
  • Logic, Reasoning, and Knowledge
  • Topic Modeling
  • Multimodal Machine Learning Applications
  • Educational Games and Gamification
  • Video Analysis and Summarization
  • Explainable Artificial Intelligence (XAI)
  • Rough Sets and Fuzzy Logic
  • Natural Language Processing Techniques
  • Anomaly Detection Techniques and Applications
  • Advanced Database Systems and Queries
  • Human Pose and Action Recognition
  • Robotics and Sensor-Based Localization
  • Human Motion and Animation
  • Sports Analytics and Performance
  • Data Visualization and Analytics
  • Multi-Agent Systems and Negotiation
  • Advanced Image and Video Retrieval Techniques

Australian National University
2015-2024

Maastricht University
2021

Centre for Quantum Computation and Communication Technology
2014

University of Technology Sydney
2014

Shaanxi Normal University
2014

Baidu (China)
2014

University of Leeds
2014

Data61
2004-2010

University of Stuttgart
2006

UNSW Sydney
2004-2005

The theoretical properties of qualitative spatial reasoning in the RCC8 framework have been analyzed extensively. However, no empirical investigation has made yet. Our experiments show that adaption algorithms used for temporal can solve large instances, even if they are phase transition region -- provided one uses maximal tractable subsets identified by us. In particular, we demonstrate orthogonal combination heuristic methods is successful solving almost all apparently hard instances up to...

10.1613/jair.872 article EN cc-by Journal of Artificial Intelligence Research 2001-10-01

10.1038/s42256-019-0072-x article EN Nature Machine Intelligence 2019-07-09

This paper presents the first ChatGPT4PCG Competition at 2023 IEEE Conference on Games. The objective of this competition is for participants to create effective prompts ChatGPT–enabling it generate Science Birds levels with high stability and character-like qualities–fully using their creativity as well prompt engineering skills. ChatGPT a conversational agent developed by OpenAI. selected platform because designing an Angry Birds-like level not trivial task due in-game gravity; quality...

10.1109/cog57401.2023.10333206 article EN 2021 IEEE Conference on Games (CoG) 2023-08-21

Increasing the expressiveness of qualitative spatial calculi is an essential step towards meeting requirements applications. This can be achieved by combining existing in a way that we express information using relations from multiple calculi. The great challenge to develop reasoning algorithms are correct and complete when over combined information. Previous work has mainly studied cases where interaction between was small, or one two very simple. In this paper tackle important combination...

10.1613/jair.4513 article EN cc-by Journal of Artificial Intelligence Research 2014-10-29

Existing question answering systems struggle to answer factoid questions when geospatial information is involved. This because most cannot accurately detect the semantic elements from natural language questions, or capture relationships between those elements. In this paper, we propose a encoding schema and graph representation which captures relations dependencies in questions. We demonstrate that our proposed approach aids translation formal, executable expression query language. To...

10.5311/josis.2021.23.159 article EN cc-by Journal of Spatial Information Science 2021-12-24

This study summarizes the first ChatGPT4PCG competition held at 2023 IEEE Conference on Games. The goal of is to explore emergent abilities publicly available LLMs in performing complex tasks related procedural content generation, specifically physics-based level generation for Angry Bird-like games. Participants are tasked with submitting their prompts ChatGPT generate Birds-like game structures that resemble English uppercase characters. A structure a collection stacked objects comprising...

10.1109/tg.2024.3376429 article EN IEEE Transactions on Games 2024-01-01

Journal Article Preretinal Absorbance in Sciurid Eyes Get access Robert L. Yolton, Yolton Department of Psychology, University California, Santa Barbara, California 93106 Search for other works by this author on: Oxford Academic Google Scholar Diane P. John Renz, Renz Gerald H. Jacobs Mammalogy, Volume 55, Issue 1, 30 March 1974, Pages 14–20, https://doi.org/10.2307/1379253 Published: 1974 history Accepted: 04 June 1973

10.2307/1379253 article EN Journal of Mammalogy 1974-03-30

10.1016/j.artint.2012.09.009 article EN publisher-specific-oa Artificial Intelligence 2012-09-26

The Angry Birds AI Competition (aibirds.org) has been held in conjunction with the 2012, IJCAI 2013 and ECAI 2014 conferences will be again at 2015 conference. declared goal of competition is to build an agent that can play as good or better than best human players. In this paper we describe why a very difficult problem, it challenge for AI, important step towards building successfully interact real world. We also summarise some highlights past competitions, which methods were successful,...

10.1609/aaai.v29i1.9347 article EN Proceedings of the AAAI Conference on Artificial Intelligence 2015-03-04

Although the computational properties of Region Connection Calculus RCC-8 are well studied, reasoning with entails several representational problems. This includes problem representing arbitrary spatial regions in a framework, leading to generating realization consistent set constraints. A further is that performs about topological space, which does not have particular dimension. Most applications reasoning, however, deal two- or three-dimensional space. Therefore, constraints might be...

10.3166/jancl.12.469-494 article EN Journal of Applied Non-Classical Logics 2002-01-01
Coming Soon ...