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Test-Time Scaling

Timeline (last 90 days)

Oct 21

At inference time, PUN employs test-time scaling: it uses the predicted global field to guide a bounded local search, thereby improving planning quality while maintaining computational efficiency.

Unverified50%

Oct 21

PUN's test-time scaling strategy offers learned planners an approach that balances global guidance with local refinement.

Unverified50%

All Facts (2)

Unverified

At inference time, PUN employs test-time scaling: it uses the predicted global field to guide a bounded local search, thereby improving planning quality while maintaining computational efficiency.

50%Unverified

PUN's test-time scaling strategy offers learned planners an approach that balances global guidance with local refinement.

50%

Source Articles

Neural Operator PUN: A New Paradigm for Efficient Planning Under NoiseOct 21