Conceptcompetence frontier
Capability Frontier
In reinforcement learning, a concept denoting a range of task difficulty in which the policy success rate is neither close to 0 nor close to 1, typically between 20% and 80%. This range provides the greatest information gain and is used to guide curriculum learning and task sampling.
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Oct 13
The competence frontier refers to the task difficulty range where the policy's current success rate is neither close to 0 nor close to 1, typically corresponding to success rates roughly between 20% and 80%.
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