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Papers Benchmarks Datasets Tasks

LTL-guided Reinforcement Learning research benchmarks · SOTA2 Research

LTL-guided Reinforcement Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Zones Finite-horizon (test)

98Success Rate

10

Feb 27, 2026

Letter Finite-horizon (test)

100Success Rate (SR)

9

Feb 27, 2026

Zones Infinite-horizon (test)

914µacc

7

Feb 27, 2026

Letter Infinite-horizon (test)

7.13µAcc

5

Feb 27, 2026

Zones Infinite-horizon v1 (test)

—

—Accuracy (µacc)

0

Feb 26, 2026

Letter Infinite-horizon v1 (test)

—

—µacc

0

Feb 26, 2026

Zones Finite-horizon v1 (test)

—

—SR

0

Feb 26, 2026

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