Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence

Understand

Learning agents that are not only capable of taking tests, but also innovating is becoming a hot topic in AI.

• One of the most promising paths towards this vision is multi-agent learning, where agents act as the environment for each other, and improving each agent means proposing new problems for others.
• However, existing evaluation platforms are either not compatible with multi-agent settings, or limited to a specific game.
• That is, there is not yet a general evaluation platform for research on multi-agent intelligence.