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Samuel Barrett and Peter Stone. Ad Hoc Teamwork in Variations of the Pursuit Domain. In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence Student Abstract and Poster Program, August 2011.
In multiagent team settings, the agents are often given a protocol for coordinating their actions. When such a protocol is not available, agents must engage in ad hoc teamwork to effectively cooperate with one another. A fully general ad hoc team agent needs to be capable of collaborating with a wide range of potential teammates on a varying set of joint tasks. This paper extends previous research in a new direction with the introduction of an efficient method for reasoning about the value of information. Then, we show how previous theoretical results can aid ad hoc agents in a set of testbed pursuit domains.
@InProceedings{AAAI11-Student-Barrett, author = {Samuel Barrett and Peter Stone}, title = {Ad Hoc Teamwork in Variations of the Pursuit Domain}, booktitle = {Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence Student Abstract and Poster Program}, location = {San Francisco, CA}, month = {August}, year = {2011}, abstract = { In multiagent team settings, the agents are often given a protocol for coordinating their actions. When such a protocol is not available, agents must engage in ad hoc teamwork to effectively cooperate with one another. A fully general ad hoc team agent needs to be capable of collaborating with a wide range of potential teammates on a varying set of joint tasks. This paper extends previous research in a new direction with the introduction of an efficient method for reasoning about the value of information. Then, we show how previous theoretical results can aid ad hoc agents in a set of testbed pursuit domains. } }
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