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upvoted a paper 2 days ago

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Paper • 2610.06100 • Published 4 days ago • 92

upvoted a paper 7 days ago

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents

Paper • 2604.27003 • Published Apr 29 • 1

upvoted a paper 5 months ago

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published Apr 24 • 158

upvoted a paper 8 months ago

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Paper • 2602.02474 • Published Feb 2 • 64