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SMARTS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Safe Reinforcement LearningSMARTS T-junction 512K steps (test)
Collisions21
5
Safe Reinforcement LearningSMARTS Intersection 512K steps (test)
Collision Count12
5
Safe Reinforcement LearningSMARTS T-junction 512K steps
Unsafe Events1,675
5
Safe Reinforcement LearningSMARTS Intersection 512K steps
Unsafe Event Count739
5
Safe Reinforcement LearningSMARTS Overtaking 512K steps
Unsafe Events1,544
5
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