Knowledge Base-Based Artificial Intelligence Combat Method and Robotic System
A knowledge base and knowledge technology, applied in the information field, can solve problems such as insufficient samples of combat cases and limited application of artificial intelligence
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Embodiment 1
[0058] Embodiment 1 provides a method of combat, such as figure 1 As shown, the method includes step S110 to step S120.
[0059] Step S110 to step S120: generate a combat case knowledge base through self-learning. In the stage of combat speculation, the robot is allowed to understand the combat situation and combat intention, and to speculate on combat decision-making. This stage also corresponds to the self-study stage of the teaching method, because this stage is mainly the robot self-learning to generate combat case samples (which can be stored in the combat case knowledge base).
[0060] Sample generating step S110: generating a plurality of first combat case samples, the first combat case samples including combat situation, combat intention, and combat decision of the preset party. Preferably, a plurality of the first combat case samples form the first combat case sample big data. Adding multiple first combat case samples to the first combat case knowledge base. Speci...
Embodiment 2
[0063] Embodiment 2 provides a preferred combat method, according to the combat method described in Embodiment 1,
[0064] like figure 2 As shown, the specific process generated in the sample generation step S110 includes:
[0065] Situation generating step S111: generating the combat situation in the first combat case sample according to the preset combat situation knowledge base. Preferably, the combat situation knowledge base is pre-built, and the combat situation knowledge base pre-stores the combat situation composition rule sub-knowledge base and the combat situation composition element sub-knowledge base. Combat situation composition rule sub-knowledge base includes combination rules of enemy attributes, enemy capabilities, enemy real-time status, our attributes, our capabilities, and our real-time status. Combat situation component sub-knowledge base includes attribute knowledge table, capability knowledge table, real-time status knowledge table, and other related k...
Embodiment 3
[0073] Embodiment 3 provides a kind of preferred combat method, according to the combat method described in embodiment 1 or embodiment 2, such as Figure 4 As shown, step S210 and step S220 are also included after step S120:
[0074] Steps S210 to S220 belong to the combat verification phase (essentially, a phase of verifying the generated combat case samples). This stage also corresponds to the teaching stage of the teaching method, because this stage is mainly to test and improve the combat case samples generated in the self-study stage through real combat cases.
[0075] Sample verification step S210: Screen out a plurality of real combat case samples whose matching degree between the combat result and the combat intention is greater than a preset threshold, and verify the multiple second combat case samples. The real combat case samples include combat situation, combat intention, combat decision, and combat result. Comprehensible samples of real combat cases are samples ...
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