[KongchangAI]
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.

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