Collection by 
Sep 16, 2025
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AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Paper • 2407.04363 • Published • 34 -
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Paper • 2508.19828 • Published • 8 -
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Paper • 2507.05257 • Published • 15 -
Coarse-to-Fine Grounded Memory for LLM Agent Planning
Paper • 2508.15305 • Published
