AMLAS-RL defines six stages for generating RL safety assurance arguments, demonstrated on a wheeled vehicle where verification ultimately showed the need to revisit earlier stages.
A deep reinforcement learning approach based energy management strategy for home energy system considering the time-of-use price and real-time control of energy storage system,
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Assuring the Safety of Reinforcement Learning Components: AMLAS-RL
AMLAS-RL defines six stages for generating RL safety assurance arguments, demonstrated on a wheeled vehicle where verification ultimately showed the need to revisit earlier stages.