Safer Reinforcement Learning.
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README.md

Whitelist Learning

Whitelisting is a novel impact measure which reduces the negative side effects exacted by an agent on the world. Permitted changes to objects are learned from a small number of provided examples; other changes are then assumed to be penalized.