Kinetix

Kinetix (ICLR 2025 Oral): an open-ended space of 2D physics-based control tasks for training general agents — the flagship FLAIR open-endedness result. Agents pretrained across procedurally generated Kinetix levels transfer zero-shot to unseen handmade tasks, demonstrating open-ended task spaces as a route to general control. From Foerster's FLAIROx.