Update README.md

Update README.md

Add reinforcement-learning task category and improve documentation (#3)

Smaller Data Splits for Optimizer Data

added incumbent column to rs, smac and smac_mf

removed helper file

fixed epsilon values

added new github examples to dataset

adjusted column names to include optimization step

renamed optimisation seed to AE

renamed budget column to training_steps

all nan fields no empty

changed run_id to config_id and filled nan values

fixed lunar lander naming

made lunar lander naming consistent

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md (#2)

Update README.md

fixed naming of files

fixed error in dataset card

added dynamic landscape data and optimisation runs

performance is now to be maximised as is commonly used in RL

added correct acrobot dataset

added missing atari runs

added missing bipedal walker ppo results

added paper link to README

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