Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
Sotiris Moschoyiannis, Evangelos Chatzaroulas, Vytenis Šliogeris, Yuhu Wu
This paper develops a deep reinforcement learning method to stabilize large-scale probabilistic boolean networks, demonstrating success on a 200-node metastatic melanoma model.
IEEE Transactions on Control of Network Systems · Dec 27, 2022Peer-reviewedSystems Biology