hybrid ai future architecture
Cicero from meta may foreshadow hybrid AI future architectures - DataScienceCentral.com
Cicero, from meta, is an AI that can play (at human comparable capabilities) the game of Diplomacy. The game of diplomacy presents a different set of challenges than Go. Go is based on exploration / exploitation and hence suited to reinforcement learning. To master Go, AlphaGo used reinforcement learning and learnt by extensively playing against itself until it could anticipate its own moves and how those moves would affect the game's outcome. Diplomacy, on the other hand, needs the player to maintain extensive communication, deceive other players, negotiate, form alliances and negotiate.