Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Derivational Analogy in PRODIGY: Automating Case Acquisition, Storage, and Utilization
Machine Learning - Special issue on case-based reasoning
Active Delivery for Lessons Learned Systems
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Using Guidelines to Constrain Interactive Case-Based HTN Planning
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Activating CBR Systems Through Autonomous Information Gathering
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
A Case Study of Case-Based CBR
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
On the Relation between the Context of a Feature and the Domain Theory in Case-Based Planning
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Refining Conversational Case Libraries
ICCBR '97 Proceedings of the Second 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
SHOP: simple hierarchical ordered planner
IJCAI'99 Proceedings of the 16th 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
Rationale-supported mixed-initiative case-based planning
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Active Delivery for Lessons Learned Systems
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
A Case-Based Approach to Tailoring Software Processes
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Conversational Case-Based Planning for Agent Team Coordination
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Reuse of Measurement Plans Based on Process and Quality Models
LSO '01 Proceedings of the Third International Workshop on Advances in Learning Software Organizations
Abstraction in Knowledge-Rich Models for Case-Based Planning
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
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Some problem-solving tasks are amenable to integrated case retrieval and generative planning techniques. This is certainly true for some decision support tasks, in which a user controls the problem-solving process but cannot provide a complete domain theory. Unfortunately, existing integrations are either non-interactive or require a complete domain theory and/or complete world state to produce acceptable plans, preventing them from being easily used in these situations. We describe a novel integrated algorithm, named SiN, that is interactive and does not require a complete domain theory or complete world state. SiN users leverage a conversational case retriever to focus both partial world state acquisition and plan generation. We highlight the benefits of SiN (e.g., quadratically fewer cases needed) in an experimental study using a new travel planning domain.