Games for artificial intelligence research: A review and perspectives

C Hu, Y Zhao, Z Wang, H Du… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Games have been the perfect test beds for artificial intelligence (AI) research for the
characteristics that widely exist in real-world scenarios. Learning and optimization, decision …

The role of big data in industrial (bio) chemical process operations

IA Udugama, CL Gargalo, Y Yamashita… - Industrial & …, 2020‏ - ACS Publications
With the emergence of Industry 4.0 and Big Data initiatives, there is a renewed interest in
leveraging the vast amounts of data collected in (bio) chemical processes to improve their …

[PDF][PDF] Game-based platforms for artificial intelligence research

C Hu, Y Zhao, Z Wang, H Du, J Liu - arxiv preprint arxiv …, 2023‏ - researchgate.net
Games have been the perfect test-beds for artificial intelligence research for the
characteristics that widely exist in real-world scenarios. Learning and optimisation, decision …

[PDF][PDF] Games based learning: A case of learning Physics using Angry Birds.

S Umrani, S Rajper, SH Talpur… - Indian Journal …, 2020‏ - sciresol.s3.us-east-2.amazonaws …
Abstract Background/Objectives: Game-Based Learning (GBL) is an emerging term that has
attained focus and appreciation at a remarkable level these days, the GBL plays a significant …

Heuristic search for physics-based problems: angry birds in PDDL+

W Piotrowski, Y Sher, S Grover, R Stern… - Proceedings of the …, 2023‏ - ojs.aaai.org
This paper studies how a domain-independent planner and combinatorial search can be
employed to play AngryBirds, a well established AI challenge problem. To model the game …

[PDF][PDF] Science birds novelty: An open-world learning test-bed for physics domains

C Xue, V Pinto, P Zhang, C Gamage… - Proceedings of the …, 2022‏ - usc-isi-i2.github.io
Successfully operating in open worlds is a hallmark of human intelligence but still remains a
major challenge to modern Artificial Intelligence (AI) systems. With the increasing reliance …

Phy-Q as a measure for physical reasoning intelligence

C Xue, V Pinto, C Gamage, E Nikonova… - Nature Machine …, 2023‏ - nature.com
Humans are well versed in reasoning about the behaviours of physical objects and
choosing actions accordingly to accomplish tasks, while this remains a major challenge for …

Novphy: A testbed for physical reasoning in open-world environments

C Gamage, V Pinto, C Xue, P Zhang… - arxiv preprint arxiv …, 2023‏ - arxiv.org
Due to the emergence of AI systems that interact with the physical environment, there is an
increased interest in incorporating physical reasoning capabilities into those AI systems. But …

[HTML][HTML] NovPhy: A physical reasoning benchmark for open-world AI systems

V Pinto, C Gamage, C Xue, P Zhang, E Nikonova… - Artificial Intelligence, 2024‏ - Elsevier
Due to the emergence of AI systems that interact with the physical environment, there is an
increased interest in incorporating physical reasoning capabilities into those AI systems. But …

[HTML][HTML] The computational complexity of Angry Birds

M Stephenson, J Renz, X Ge - Artificial Intelligence, 2020‏ - Elsevier
The physics-based simulation game Angry Birds has been heavily researched by the AI
community over the past five years, and has been the subject of a popular AI competition …