Fig. 2From: Augmented Hill-Climb increases reinforcement learning efficiency for language-based de novo molecule generationDepiction of the REINVENT, Hill-Climb (HC) and Augmented Hill-Climb (AHC) optimization algorithms and subsequent loss functions L as parameterized by network parameters θ. AHC is a hybrid algorithm that combines elements of REINVENT and HCBack to article page