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DAgger may become far less efficient as robots become more reliable

A post says that at 90% success, a person spends over 90% of the time passively watching the robot.

Chelsea FinnCF
1 Source, 30m ago, first seen 30m ago

TLDR

A post argues that DAgger becomes far less efficient as robots grow more reliable. At 90% success, it says, a person spends over 90% of the time passively watching the robot. The post suggests focusing learning on similar initial states that lead to failures.

Combined views

725

1 Source, first seen 30m ago

7 likes1 comments3 saves

Combined views

725

1 Source, first seen 30m ago

7 likes1 comments3 saves

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Sentiment

Positive——Negative

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Not enough discussion yet.

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1 Source

Chelsea Finn@chelseabfinnAs robots become more reliable, DAgger becomes far less efficient. eg 90% success means the person spends >90% of the time passively watching the robot Key idea: failures come from similar initial states & we can focus learning on these states! Paper: https://arxiv.org/abs/2610.0588230m
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    1 Source

    Chelsea Finn@chelseabfinnAs robots become more reliable, DAgger becomes far less efficient. eg 90% success means the person spends >90% of the time passively watching the robot Key idea: failures come from similar initial states & we can focus learning on these states! Paper: https://arxiv.org/abs/2610.0588230m
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