SIMA 2: An Agent That Plays, Reasons, and Learns with You in Virtual 3D Worlds
9 days ago
- #Artificial General Intelligence
- #AI
- #Gaming
- SIMA 2 is the next milestone in creating general and helpful AI agents, integrating Gemini models for advanced capabilities.
- Unlike SIMA, which followed instructions, SIMA 2 can think about goals, converse with users, and self-improve over time.
- SIMA 2 demonstrates improved generalization, understanding complex instructions, and transferring learned concepts across different games.
- Combined with Genie 3, SIMA 2 shows unprecedented adaptability in newly generated 3D worlds.
- SIMA 2 can self-improve through trial-and-error and Gemini-based feedback, learning in new environments without human data.
- The research highlights challenges like long-horizon tasks, memory limitations, and precise action execution.
- SIMA 2's skills have potential applications in robotics, offering foundational building blocks for AI assistants in the physical world.
- Google DeepMind is conducting a limited research preview of SIMA 2 with academics and game developers for responsible development.