Human-level play in the game of Diplomacy by combining language models with strategic reasoning

https://doi.org/10.1126/science.ade9097

Cicero: language model plus planning and RL; in 40 games of an anonymous online league it scored more than double the human average and ranked in the top 10% of participants who played more than one game.

Language models grounded in strategic planning for negotiation games