论文信息 - Avoiding Pitfalls in Case-based Planning

Avoiding Pitfalls in Case-based Planning

Case-based planning is considered as a valuable tool for improving efficiency in planning by reuse and modification of existing plans. In this paper, the results of an empirical study are discussed in which several factors influencing case-based planning are investigated. The results demonstrate relative efficiency gains or losses caused by different refitting strategies, different types of plans or typical properties of the application domain and identify possible pitfalls for case-based planning.

Jana Koehler | Jana Koehler

[1] Jana Koehler,et al. Flexible Plan Reuse in a Formal Framework , 1994 .

[2] Mehdi T. Harandi,et al. Synthesizing UNIX Shell Scripts Using Derivational Analogy: An Empirical Assessment , 1991, AAAI.

[3] James A. Hendler,et al. A Validation-Structure-Based Theory of Plan Modification and Reuse , 1992, Artif. Intell..

[4] Bernhard Nebel,et al. Plan Modification versus Plan Generation: A Complexity-Theoretic Perspective , 1993, IJCAI.

[5] Manuela Veloso. Learning by analogical reasoning in general problem-solving , 1992 .

[6] Jana Koehler,et al. Deductive Planning and Plan Reuse in a Command Language Environment , 1992, ECAI.

[7] Jana Koehler,et al. An Application of Terminological Logics to Case-based Reasoning , 1994, KR.

[8] Jana Koehler,et al. PHI - A Logic-Based Tool for Intelligent Help Systems , 1993, IJCAI.

[9] Tom Bylander,et al. An Average Case Analysis of Planning , 1993, AAAI.

[10] Jana Koehler. Correct Modification of Complex Plans , 1994, ECAI.

[11] Bernhard Nebel,et al. Plan Reuse Versus Plan Generation: A Theoretical and Empirical Analysis , 1995, Artif. Intell..

[12] Daniel S. Weld,et al. Systematic adaptation for case-based planning , 1992 .