Competitive self-play

OpenAI Blog · 8 years ago

DeepMind trained AI agents through self-play competition to discover athletic skills including tackling, ducking, and catching without explicit instruction. The approach automatically maintains optimal difficulty as agents improve, similar to mechanisms observed in their Dota 2 experiments. This suggests self-play will become a standard component in developing capable AI systems.