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Pointmass dataset and benchmarks · SOTA2 Research

Research Datasets

Pointmass

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Continuous Control

PointMass Nonmarkov (test)

-839.7AUC@T

9

Risky Robot Navigation

Risky PointMass

-4.7Mean Return

7

Single-life task completion

Pointmass

61,000Average Steps

5

Reinforcement Learning

pointmass Sticky

-159,622,041.44AUC@T

2

Reinforcement Learning

pointmass Noisy

-126,442,915.13AUC@T

2

Reinforcement Learning

pointmass (Clean)

-260,948,236.73AUC@T

2

Continuous Control

PointMass Nonmarkov

—AUC@T

0

Popular tasks

Reinforcement Learning Continuous Control Single-life task completion Risky Robot Navigation

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