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

AI for Herding Sheep

February 1, 2023

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Authors

Peter Cowling,Christian Gmeinwieser

University of Bradford,University of Bradford


DOI:

10.1609/aiide.v6i1.12386


Abstract:

Shepherding with a dog presents an interesting challenge for artificial intelligence, with multiple intelligent systems assessing and interacting with each other in order to achieve a variety of goals. We present a solution to this problem, which consists of a dog AI making use of influence mapping, state machines and A* pathfinding to respond intelligently to real-life shepherding commands issued by a high-level shepherd AI steering the flock of sheep through waypoints on a variety of maps by using pathfinding and influence maps. The role of the AI shepherd can also be taken by a human player (using either a point and click or voice recognition interface) for matches against the artificial shepherd which proved to be a worthy opponent for human testers. The system was evaluated through user testing and provided a high degree of realism and engaging gameplay relying heavily on the workings of the presented AI components.

Topics: AIIDE

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HOW TO CITE:

Peter Cowling,Christian Gmeinwieser AI for Herding Sheep Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (2010) 44964.

Peter Cowling,Christian Gmeinwieser AI for Herding Sheep AIIDE 2010, 44964.

Peter Cowling,Christian Gmeinwieser (2010). AI for Herding Sheep. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 44964.

Peter Cowling,Christian Gmeinwieser. AI for Herding Sheep. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 2010 p.44964.

Peter Cowling,Christian Gmeinwieser. 2010. AI for Herding Sheep. "Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment". 44964.

Peter Cowling,Christian Gmeinwieser. (2010) "AI for Herding Sheep", Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, p.44964

Peter Cowling,Christian Gmeinwieser, "AI for Herding Sheep", AIIDE, p.44964, 2010.

Peter Cowling,Christian Gmeinwieser. "AI for Herding Sheep". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2010, p.44964.

Peter Cowling,Christian Gmeinwieser. "AI for Herding Sheep". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, (2010): 44964.

Peter Cowling,Christian Gmeinwieser. AI for Herding Sheep. AIIDE[Internet]. 2010[cited 2023]; 44964.


ISSN: 2334-0924


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