BenchmarkML10 / ML45
Meta-World ML10/45
A standard benchmark in the meta-reinforcement learning field. ML10 contains 10 training tasks and 10 test tasks, while ML45 contains 45 training tasks and 5 test tasks. The test tasks are entirely unseen during training and are used to evaluate an agent's generalization to out-of-distribution tasks; all tasks are robotic manipulation skills.
Timeline (last 90 days)
Oct 23
In the Meta-World ML10/45 test environments, METTA achieves over 50% success rate on unseen tasks while maintaining a low training budget and short runtime.
Unverified50%