π€Sleepy Newsπ€ Ai edition π€
LLMs just hit a major milestone with the release of the new "Generative agents" paper.
By using LLMs, generative agents were able to simulate human-like behavior in an interactive sandbox inspired by The Sims.
The agent architecture extends Language Models to store a complete record of the agent's experiences using natural language, synthesize those memories over time into higher-level reflections, and retrieve them dynamically to plan behavior.
There are three components to it:
1. The memory stream, which records a comprehensive list of the agent's experiences
2. Reflection, which synthesizes memories into higher-level inferences over time
3. Planning, which translates those conclusions and the current environment into high-level action plans.
Layer that on top of Boston Dynamics robots and we might be the early days of WestWorld.
Paper: arxiv.org/abs/2304.03442
Demo: reverie.herokuapp.com/arXiv_Demo/#
