]> 2026-04-04T21:07:55+02:00 Publications:An Architecture for Resource Bounded Agents 500 en <p>We study agents situated in partially observable environments, who do not have sufficient resources to create conformant (complete) plans. Instead, they create plans which are conditional and partial, execute or simulate them, and learn from experience to evaluate their quality. Our agents employ an incomplete symbolic deduction system based on Active Logic and Situation Calculus for reasoning about actions and their consequences. An Inductive Logic Programming algorithm generalises observations and deduced knowledge so that the agents can choose the best plan for execution.</p><p>We describe an architecture which allows ideas and solutions from several sub-fields of Artificial Intelligence to be joined together in a controlled and manageable way. In our opinion, no situated agent can achieve true rationality without using at least logical reasoning and learning. In practice, it is clear that pure logicis not able to cope with all the requirements put on reasoning, thus more domain-specific solutions, like planners, are also necessary. Finally, any realistic agentneeds a reactive module to meet demands of dynamic environments. Our architecture is designed in such a way that those three elements interact in order to complement each other’s weaknesses and reinforce each other’s strengths.</p> International Multiconference on Computer Science and Information Technology (IMCSIT’07), Wisła, Poland, October 15–17, 2007 http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:587665 69 Proceedings of the International Multiconference on Computer Science and Information Technology Conference Paper Proceedings of the International Multiconference on Computer Science and Information Technology 59 An Architecture for Resource Bounded Agents 2 2007 2016-09-30T20:42:01Z 2457662.3625116 An Architecture for Resource Bounded Agents 500 0 plainlist list 1 [[:Publications:An Architecture for Resource Bounded Agents]] An Architecture for Resource Bounded Agents# QUERY6bbec6602a5c2992c655a840170721eb 500 [2,"smw-datavalue-property-restricted-annotation-use","Publisher"] An Architecture for Resource Bounded Agents# ERR6c155b5d70b69ddb590b4f2e73389c2a 500 [2,"smw-datavalue-property-restricted-annotation-use","Author"] An Architecture for Resource Bounded Agents# ERRe24f17e090c98448f3de99d03182b7b6