Good Science

[AOS55]

• Be fully deterministic when given a specific random seed, so that any result can be exactly reproduced (ignoring potential issues due to floating point arithmetic errors).
• Include explicit versioning in environment and wrapper names in a format like 'Pong-v5' to make it clear to researchers when results are from differently configured environments.
• Support serialization for all environments via Pickle or EzPickle. This allows environments to be saved for experiment reproduction and for environment vectorization.