“Programmatically Interpretable Reinforcement Learning” (Verma et al.) seems related. It would be great to see modular, understandable glosses of neural networks.
+1
I think I’ve already mentioned these papers to you, but just in case I haven’t, to add on to the one Nisan suggested:
Verifiable Reinforcement Learning via Policy Extraction
Towards Mixed Optimization for Reinforcement Learning with Program Synthesis
“Programmatically Interpretable Reinforcement Learning” (Verma et al.) seems related. It would be great to see modular, understandable glosses of neural networks.
+1
I think I’ve already mentioned these papers to you, but just in case I haven’t, to add on to the one Nisan suggested:
Verifiable Reinforcement Learning via Policy Extraction
Towards Mixed Optimization for Reinforcement Learning with Program Synthesis