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Changes
Cartpole Benchmark Version 0.0.4: Fix: Pass the hp entropy_regularization to the PPO Agent. Increase the lower limit of likelihood_ratio_clipping from 0 to 10e-7 (0 is invalid.)
Tabular Benchmark (NAS) Version 0.0.5 + NAS201 Version 0.0.5: We add for each benchmark in nas/tabular_benchmarks and nas/nasbench_201 a new benchmark class with a modified fidelity space. The new benchmark are called Original, e.g. SliceLocalizationBenchmarkOriginal compared to SliceLocalizationBenchmark These new benchmarks have the same fidelity space as used in previous experiments by DEHB and BOHB. Specifically, we increase the lowest fidelity from 1 to 3 for nas/tabular_benchmarks and from 1 to 12 for nas/nasbench_201. The upper fidelity and the old benchmarks remain unchanged.