Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Planning and Learning by Analogical Reasoning
Planning and Learning by Analogical Reasoning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Building and refining abstract planning cases by change of representation language
Journal of Artificial Intelligence Research
Stratified case-based reasoning: reusing hierarchical problem solving episodes
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
SiN: integrating case-based reasoning with task decomposition
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A hybrid architecture for real-time mixed-initiative planning and control
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
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One of the first CBR systems was CHEF, a case-based planner that reuses cooking recipes for creating new ones. Since then, a wide variety of applications of case-based planning (CBP) have been proposed including manufacturing, military planning and emergency prediction. In this talk, the speaker will discuss the evolution of the role of the cases in CBP. In early CBP systems like CHEF, cases provide domain knowledge. Later, cases provided control knowledge to guide first-principles planners. More recently, the speaker has developed a theory explaining how cases can play both roles. This theory facilitates the use of CBP for a number of new applications including project planning and plan discovery.