Memory is formalized as an event basis, knowledge as its span, and optimal memory as a capacity-constrained coverage maximizer tracing a utility-capacity frontier.
Mem-Gallery : Benchmarking multimodal long-term conversational memory for MLLM agents
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Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem
Memory is formalized as an event basis, knowledge as its span, and optimal memory as a capacity-constrained coverage maximizer tracing a utility-capacity frontier.