Goal explains that the objective of the development of this Artificial Intelligence is to try to reach agreements with the contending people, convince them to form an alliance, attack others, or participate in their projects.
The keys to achieving this performance have been to develop new techniques both in natural language processing and in strategic reasoning itself.
How does CICERO work?
“At the heart of CICERO is a controllable dialogue model for diplomacy coupled with a strategic reasoning engine. At every point in the game, CICERO looks at the game board and your conversation history, and models how others are likely to act. players”.
“It then uses this plan to control a language model that can generate free-form dialogue, informing other players of its plans and proposing reasonable actions for the other players that coordinate well with them.” explains in his blog one of the largest technological development companies .
The steps that were followed starting with a dialogue model and then fine-tuning it with over 40,000 games on webDiplomacy.net
- CICERO makes a prediction of what the players will do.
- Refine the prediction in a second stage.
- It generates various messages based on the conversation you are analyzing.
- Filter the answers you have chosen to choose the best one.