Described is a system for an episodic memory used by an automated platform. The system acquires data from an episodic memory that comprises an event database, an event-sequence graph, and an episode list. Using the event-sequence graph, the system identifies a closest node to a current environment for the automated platform. Based on the closest node and using a hash function or key based on the hash function, the system retrieves from the event database an episode that corresponds to the closest node, the episode including a sequence of events. Behavior of the automated platform in the current environment is guided based on the data from the episodic memory.
SCALABLE AND EFFICIENT EPISODIC MEMORY IN COGNITIVE PROCESSING FOR AUTOMATED SYSTEMS
SKALIERBARER UND EFFIZIENTER EPISODISCHER SPEICHER IN KOGNITIVER VERARBEITUNG FÜR AUTOMATISIERTE SYSTEME
MÉMOIRE ÉPISODIQUE ÉVOLUTIVE ET EFFICACE DE TRAITEMENT COGNITIF DE SYSTÈMES AUTOMATISÉS
2020-11-04
Patent
Electronic Resource
English
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
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