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ZoneEnv dataset and benchmarks · SOTA2 Research

Research Datasets

ZoneEnv

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

LTL Instruction Following

ZoneEnv Finite-horizon

97Success Rate (SR)

18

Multi-Task Reinforcement Learning (LTL Instruction Following)

ZoneEnv Finite Horizon

99Success Rate

18

Multi-Task Reinforcement Learning (LTL Instruction Following)

ZoneEnv Infinite Horizon

633.33Average Visits

12

LTL Instruction Following

ZoneEnv Infinite-horizon

24.1Accuracy (µacc)

4

LTL Instruction Following

ZoneEnv Infinite-horizon (test)

—Accuracy (µacc)

0

LTL Instruction Following

ZoneEnv Finite-horizon (test)

—Success Rate

0

Popular tasks

LTL Instruction Following Multi-Task Reinforcement Learning (LTL Instruction Following)

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