AINeutralarXiv – CS AI · 10h ago6/10
🧠
Artifacts as Memory Beyond the Agent Boundary
Researchers formalize how agents can use environmental artifacts as external memory to reduce computational requirements in reinforcement learning tasks. The study demonstrates that spatial observations can implicitly serve as memory substitutes, allowing agents to learn effective policies with less internal memory capacity than previously thought necessary.