Jochen Renz

Orcid: 0000-0003-3928-2255

Affiliations:
  • Australian National University, Canberrra, Australia


According to our database1, Jochen Renz authored at least 99 papers between 1997 and 2024.

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Bibliography

2024
ChatGPT4PCG 2 Competition: Prompt Engineering for Science Birds Level Generation.
CoRR, 2024

2023
Phy-Q as a measure for physical reasoning intelligence.
Nat. Mac. Intell., January, 2023

Rapid Open-World Adaptation by Adaptation Principles Learning.
CoRR, 2023

Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery.
CoRR, 2023

NovPhy: A Testbed for Physical Reasoning in Open-world Environments.
CoRR, 2023

ChatGPT4PCG Competition: Character-like Level Generation for Science Birds.
Proceedings of the IEEE Conference on Games, 2023

The Difficulty of Novelty Detection and Adaptation in Physical Environments.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Physics-Based Task Generation through Causal Sequence of Physical Interactions.
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023

2022
Don't do it: Safer Reinforcement Learning With Rule-based Guidance.
CoRR, 2022

Measuring Difficulty of Novelty Reaction.
CoRR, 2022

Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Generating Stable Building Block Structures From Sketches.
IEEE Trans. Games, 2021

Phy-Q: A Benchmark for Physical Reasoning.
CoRR, 2021

The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds.
CoRR, 2021

Spatial concepts in the conversation with a computer.
Commun. ACM, 2021

Unsupervised Novelty Characterization in Physical Environments Using Qualitative Spatial Relations.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021

Novelty Generation Framework for AI Agents in Angry Birds Style Physics Games.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Deceptive Level Generation for Angry Birds.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020
The computational complexity of Angry Birds.
Artif. Intell., 2020

The Computational Complexity of Angry Birds (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
The 2017 AIBIRDS Level Generation Competition.
IEEE Trans. Games, 2019

AI meets Angry Birds.
Nat. Mach. Intell., 2019

Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds.
CoRR, 2019

Support Relation Analysis for Objects in Multiple View RGB-D Images.
Proceedings of the Artificial Intelligence. IJCAI 2019 International Workshops, 2019

Qualitative Place Maps for Landmark-based Localization and Navigation in GPS-denied Environments.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Using Restart Heuristics to Improve Agent Performance in Angry Birds.
Proceedings of the IEEE Conference on Games, 2019

2018
The 2017 AIBIRDS Competition.
CoRR, 2018

Qualitative Representation and Reasoning over Direction Relations across Different Frames of Reference.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018

Towards Explainable Inference about Object Motion using Qualitative Reasoning.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018

Deceptive angry birds: towards smarter game-playing agents.
Proceedings of the 13th International Conference on the Foundations of Digital Games, 2018

Deceptive Games.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
Generating varied, stable and solvable levels for angry birds style physics games.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Introducing real world physics and macro-actions to general video game ai.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

The Computational Complexity of Angry Birds and Similar Physics-Simulation Games.
Proceedings of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-17), 2017

Creating a Hyper-Agent for Solving Angry Birds Levels.
Proceedings of the Thirteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-17), 2017

2016
Guest Editorial: Physics-Based Simulation Games.
IEEE Trans. Comput. Intell. AI Games, 2016

Visual Detection of Unknown Objects in Video Games Using Qualitative Stability Analysis.
IEEE Trans. Comput. Intell. AI Games, 2016

Trend-Based Prediction of Spatial Change.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Creating a New Angry Birds Competition Track.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Hole in One: Using Qualitative Reasoning for Solving Hard Physical Puzzle Problems.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Procedural generation of complex stable structures for angry birds levels.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Procedural Generation of Levels for Angry Birds Style Physics Games.
Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2016

Angry Birds as a Challenge for Artificial Intelligence.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
On Qualitative Route Descriptions.
J. Philos. Log., 2015

The Angry Birds AI Competition.
AI Mag., 2015

From Raw Sensor Data to Detailed Spatial Knowledge.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

AIBIRDS: The Angry Birds Artificial Intelligence Competition.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Reasoning about Topological and Cardinal Direction Relations Between 2-Dimensional Spatial Objects.
J. Artif. Intell. Res., 2014

Tracking Perceptually Indistinguishable Objects Using Spatial Reasoning.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Qualitative Spatial Representation and Reasoning in Angry Birds: The Extended Rectangle Algebra.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Determining Interacting Objects in Human-Centric Activities via Qualitative Spatio-Temporal Reasoning.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Decomposition and tractability in qualitative spatial and temporal reasoning.
Artif. Intell., 2013

Efficient Extraction and Representation of Spatial Information from Video Data.
Proceedings of the IJCAI 2013, 2013

StarVars - Effective Reasoning about Relative Directions.
Proceedings of the IJCAI 2013, 2013

Representation and Reasoning about General Solid Rectangles.
Proceedings of the IJCAI 2013, 2013

2012
Implicit Constraints for Qualitative Spatial and Temporal Reasoning.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012

Thinking Inside the Box: A Comprehensive Spatial Representation for Video Analysis.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012

2011
On Qualitative Route Descriptions: Representation and Computational Complexity.
Proceedings of the IJCAI 2011, 2011

Evaluating and minimizing ambiguities in qualitative route instructions.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Decentralized querying of topological relations between regions without using localization.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A Qualitative Representation of Route Networks.
Proceedings of the ECAI 2010, 2010

10412 Summary and Abstracts Collection - QSTRLib: A Benchmark Problem Repository for Qualitative Spatial and Temporal Reasoning.
Proceedings of the QSTRLib: A Benchmark Problem Repository for Qualitative Spatial and Temporal Reasoning, 10.10., 2010

In Defense of Large Qualitative Calculi.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
A Fixed-Parameter Tractable Algorithm for Spatio-Temporal Calendar Management.
Proceedings of the IJCAI 2009, 2009

Combining RCC-8 with Qualitative Direction Calculi: Algorithms and Complexity.
Proceedings of the IJCAI 2009, 2009

A Divide-and-Conquer Approach for Solving Interval Algebra Networks.
Proceedings of the IJCAI 2009, 2009

2008
Qualitative Spatial Representation and Reasoning.
Proceedings of the Handbook of Knowledge Representation, 2008

Spatial and Temporal Reasoning.
Spatial Cogn. Comput., 2008

Examining the motivations of defection in large-scale open systems.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Automated Complexity Proofs for Qualitative Spatial and Temporal Calculi.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Eleventh International Conference, 2008

Combining binary constraint networks in qualitative reasoning.
Proceedings of the ECAI 2008, 2008

Experience and Trust - A Systems-Theoretic Approach.
Proceedings of the ECAI 2008, 2008

2007
Qualitative Spatial Reasoning Using Constraint Calculi.
Proceedings of the Handbook of Spatial Logics, 2007

AAAI-07 Workshop Reports.
AI Mag., 2007

Qualitative Spatial and Temporal Reasoning: Efficient Algorithms for Everyone.
Proceedings of the IJCAI 2007, 2007

Customizing Qualitative Spatial and Temporal Calculi.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2005
Weak Composition for Qualitative Spatial and Temporal Reasoning.
Proceedings of the Principles and Practice of Constraint Programming, 2005

2004
Spatial and temporal reasoning.
AI Commun., 2004

Qualitative Direction Calculi with Arbitrary Granularity.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

What Is a Qualitative Calculus? A General Framework.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Problems with Local Consistency for Qualitative Calculi.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
2003 AAAI Spring Symposium Series.
AI Mag., 2003

2002
A Canonical Model of the Region Connection Calculus.
J. Appl. Non Class. Logics, 2002

Combining topological and size information for spatial reasoning.
Artif. Intell., 2002

Disjunctions, independence, refinements.
Artif. Intell., 2002

Qualitative Spatial Reasoning with Topological Information
Lecture Notes in Computer Science 2293, Springer, ISBN: 3-540-43346-5, 2002

2001
Efficient Methods for Qualitative Spatial Reasoning.
J. Artif. Intell. Res., 2001

A Spatial Odyssey of the Interval Algebra: 1. Directed Intervals.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Towards Cognitive Adequacy of Topological Spatial Relations.
Proceedings of the Spatial Cognition II, 2000

Qualitative Spatial Reasoning about Line Segments.
Proceedings of the ECAI 2000, 2000

Refinements and Independence: A Simple Method for Identifying Tractable Disjunctive Constraints.
Proceedings of the Principles and Practice of Constraint Programming, 2000

1999
On the Complexity of Qualitative Spatial Reasoning: A Maximal Tractable Fragment of the Region Connection Calculus.
Artif. Intell., 1999

Maximal Tractable Fragments of the Region Connection Calculus: A Complete Analysis.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

1998
4. Frühjahrstreffen der kognitionswissenschaftlichen Graduiertenkollegs Freiburg, Hamburg und Saarbrücken.
Kognitionswissenschaft, 1998

Spatial Reasoning with Topological Information.
Proceedings of the Spatial Cognition, 1998

Efficient Algorithms for Qualitative Spatial Reasoning.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998

Combining Topological and Qualitative Size Constraints for Spatial Reasoning.
Proceedings of the Principles and Practice of Constraint Programming, 1998

1997
A Cognitive Assessment of Topological Spatial Relations: Results from an Empirical Investigation.
Proceedings of the Spatial Information Theory: A Theoretical Basis for GIS, 1997


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