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实体 Evolutionary strategies for the elucidation of cis and trans factors that regulate the developmental switching programs of the beta-like globin genes

Evolutionary strategies for the elucidation of cis and trans factors that regulate the developmental switching programs of the beta-like globin genes

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  1. RESEARCH · CL_147432 ·

    新算法为自主系统合成形式化验证的控制策略

    研究人员开发了SMC-ES,一种将进化策略与统计模型检查相结合的新算法,可自动合成自主系统的控制策略。该方法对性能、安全性和鲁棒性提供形式化保证,确保遇到违规的概率低于指定阈值。SMC-ES在Gymnasium和Safety Gymnasium的连续控制任务上进行了评估,与领先的深度强化学习和Safe-DRL基线相比,表现具有竞争力,但计算成本有所增加。