The Epistemics of Agent Memory: Measuring, and Governing, the Consolidation Decision in Long-Horizon LLM Agents
cs.AI
Submitted: 2026-09-26
Updated: 2026-09-26
Terminology
Sources
- Human-inspired Episodic Memory for Infinite Context LLMs
- HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
- MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks
- Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
- TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
- Generative Agents: Interactive Simulacra of Human Behavior
- Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
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