Systems BiologyIEEE Transactions on Control of Network SystemsPeer-reviewed
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.
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