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08/05/2023
Physics-Based Task Generation Through Causal Sequence of Physical Interactions
Performing tasks in a physical environment is a crucial yet challenging ...
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03/28/2023
ChatGPT4PCG Competition: Character-like Level Generation for Science Birds
This paper presents the first ChatGPT4PCG Competition at the 2023 IEEE C...
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03/03/2023
NovPhy: A Testbed for Physical Reasoning in Open-world Environments
Due to the emergence of AI systems that interact with the physical envir...
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12/28/2022
Don't do it: Safer Reinforcement Learning With Rule-based Guidance
During training, reinforcement learning systems interact with the world ...
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07/28/2022
Measuring Difficulty of Novelty Reaction
Current AI systems are designed to solve close-world problems with the a...
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08/31/2021
Phy-Q: A Benchmark for Physical Reasoning
Humans are well-versed in reasoning about the behaviors of physical obje...
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06/17/2021
Hi-Phy: A Benchmark for Hierarchical Physical Reasoning
Reasoning about the behaviour of physical objects is a key capability of...
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06/16/2021
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds
Detecting and responding to novel situations in open-world environments ...
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06/03/2021
Deceptive Level Generation for Angry Birds
The Angry Birds AI competition has been held over many years to encourag...
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05/30/2019
Using Restart Heuristics to Improve Agent Performance in Angry Birds
Over the past few years the Angry Birds AI competition has been held in ...
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05/10/2019
Support Relation Analysis for Objects in Multiple View RGB-D Images
Understanding physical relations between objects, especially their suppo...
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02/07/2019
Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds
This paper presents an adaptive level generation algorithm for the physi...
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12/19/2018
The Computational Complexity of Angry Birds
The physics-based simulation game Angry Birds has been heavily researche...
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09/09/2018
A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking
This paper introduces an information-theoretic method for selecting a sm...
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07/28/2018
Towards Explainable Inference about Object Motion using Qualitative Reasoning
The capability of making explainable inferences regarding physical proce...
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03/14/2018
The 2017 AIBIRDS Competition
This paper presents an overview of the sixth AIBIRDS competition, held a...
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01/31/2018