By Eyke Hüllermeier, Mirjam Minor
Read Online or Download Case-Based Reasoning Research and Development: 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28–30, 2015, Proceedings PDF
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Extra info for Case-Based Reasoning Research and Development: 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28–30, 2015, Proceedings
A case C = G, O, Π has three components (see Table 1). First, the goal G is a list of the weighted desires of the agent. Second, the observations O of the position and heading of the hostile agent are recorded. These observations are then projected onto features such as FacingTarget (the relative bearing to the target), TargetRange (a normalized distance between the agent and its target), and InDanger (whether the agent is in the weapon range of the target). Each feature, normalized to between 0 and 1, represents how much the feature is currently exhibited by the observations.
Fig. 3. Average policy recognition accuracy results from our first experiment showing the policy recognition accuracy of PaGR tested in three conditions Fig. 4. Goal recognition accuracy results. The mission briefing goal is recognized as being incorrect (blue bars) if goal revision selects any other goal to replace it. The goal is correctly revised (red bars) if PaGR selects the true goal (Color figure online). Finally, to test hypothesis H3 we re-ran the Revised Goals condition used to test H2, except this time we allowed PaGR to replace the current goal with the most probable goal based on its averaged observations.
LNCS, vol. 8765, pp. 495–510. Springer, Heidelberg (2014) 8. : Case-based prediction of teen driver behavior and skill. , Plaza, E. ) ICCBR 2014. LNCS, vol. 8765, pp. 375–389. Springer, Heidelberg (2014) 9. : Dealing with ambiguity in plan recognition under time constraints. In: Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems, pp. 389–396. ACM Press (2014) 10. : Active behavior recognition in beyond visual range combat. In: Proceedings of the Third Conference on Advances in Cognitive Systems, Cognitive Systems Foundation (2015) 11.