Fig. 9

Comparison of the properties of generated molecules by RL models with different ε, β and Gφ. The pre-trained model on the ZINC set (a) and the fine-tuned model on the A2AR set (b) were used as Gφ. These properties included the number of hydrogen bond donors/acceptors, rotatable bonds, aliphatic rings, aromatic rings, and heterocycles