[Bug] Configs with different types (numpy vs native) are counted double #1242
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#1241 plus some flake fixes
Actual Results
Config selector cannot find new configurations.
Reason
Configs are added to the runhistory twice because the runhistory sees the configs with different types but same values as distinct.
Fix
Convert all config values to built-in python types via json serialization.