ConceptPartially Observable / Dec-POMDP
Partial Observability
Partial observability refers to a setting in which an agent cannot observe the complete state of the environment and can only access local information. In multi-agent systems it is modeled as a Dec-POMDP, and recurrent networks are commonly used to maintain temporal memory across timesteps.
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Oct 13
Partial observability means a single agent cannot know the complete state of the environment and can only see local information; in multi-agent systems this must be modeled as a Dec-POMDP, and recurrent networks such as GRUs are often used to maintain temporal memory.
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