Event Tracking for an Intelligent Automated Agent
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In a dynamic, multi-agent environment, an the intelligent agents act as automated pilots automated intelligent agent is often faced with the for the simulated aircraft. These automated possibility that other agents may instigate events that pilots will take part in exercises with human actually hinder or help the achievement of its own goals. fighter pilots, where they will aid in tactics To act intelligently in such an environment, an development and training. For effective automated agent needs an event tracking capability to performance in this domain, these automated continually monitor the occurrence of such events and the temporal relationships among them. This capability pilots must, among other things, continually enables an agent to infer the occurrence of important monitor events in their environment. For unobserved events as well as obtain a better instance, one crucial event is an opponent’s understanding of interaction among events. This paper firing a missile at an automated pilot’s aircraft, focuses on event tracking in one complex and dynamic threatening its very survival. Yet, the multi-agent environment: the air-combat simulation automated pilot cannot directly see the missile environment. It analyzes the challenges that an automated pilot agent must face when tracking events in until it is too late to evade it. Fortunately, the this environment. This analysis reveals some novel automated pilot can monitor the opponent’s constraints on event tracking that arise from complex sequence of maneuvers, and infer the multi-agent interactions. The paper proposes one possibility of a missile firing based on them, as solution to address these constraints, and demonstrates it shown in Figure 1. The automated pilot is in using a simple re-implementation of an existing the dark-shaded aircraft and its opponent in the automated pilot agent. light-shaded one.
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