Adaptive Cognitive Agents: Updating Action Descriptions and Plans

P Stringer, RC Cardoso, C Dixon, M Fisher… - … Conference on Multi …, 2023 - Springer
In this paper we present an extension of Belief-Desire-Intention agents which can adapt their
performance in response to changes in their environment. We consider situations in which
the agent's actions no longer perform as anticipated. Our agents maintain explicit
descriptions of the expected behaviour of their actions, are able to track action performance,
learn new action descriptions and patch affected plans at runtime. Our main contributions
are the underlying theoretical mechanisms for data collection about action performance, the …

[PDF][PDF] Adaptive Cognitive Agents: Updating Action Descriptions and Plans

LA Dennis - personalpages.manchester.ac.uk
In this paper we present an extension of Belief-Desire-Intention agents which can adapt their
performance in response to changes in their environment. We consider situations in which
the agent's actions no longer perform as anticipated. Our agents maintain explicit
descriptions of the expected behaviour of their actions, are able to track action performance,
learn new action descriptions and patch affected plans at runtime. Our main contributions
are the underlying theoretical mechanisms for data collection about action performance, the …
以上显示的是最相近的搜索结果。 查看全部搜索结果