Examining an agent's decision-making memory sequence in the context of potential changes in observations. The core issue: when tackling long-duration tasks, an agent accumulates a history; some of this information may become outdated (relative to new data the agent discovers), potentially leading to incorrect results. A bummer? Indeed. However, the authors propose a solution: PoS (Ethereum fans, I know that name caught your attention 🙂). In this scenario, the agent must maintain a current perspective on the world and the task - specifically, what it currently holds to be true , rather than merely relying on a collection of past events. https://t.co/8OBAMOvK1R