Parenting: Safe Reinforcement Learning from Human Input

18 Feb 2019Christopher FryeIlya Feige

Autonomous agents trained via reinforcement learning present numerous safety concerns: reward hacking, negative side effects, and unsafe exploration, among others. In the context of near-future autonomous agents, operating in environments where humans understand the existing dangers, human involvement in the learning process has proved a promising approach to AI Safety... (read more)

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