Tag
Google DeepMind and Kaggle introduced Kaggle Game Arena, an open-source AI benchmarking platform where large language models compete head-to-head in strategic games to provide dynamic and verifiable evaluation of their capabilities. The platform addresses limitations of traditional benchmarks by offering clear winning conditions and unambiguous performance signals.
OpenAI Five competed against top professional Dota 2 teams at The International 2018, losing both matches against elite human players while demonstrating competitive gameplay and strategic depth developed through self-taught learning.
OpenAI Five is a reinforcement learning agent that masters Dota 2 through self-play training with curriculum learning and strategic randomization, progressing from random behavior to executing complex human-level strategies.