498 citations · 2.5k across the 114 of their papers we have counts for
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cs.AI2018★ 9 cited
Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data
Ning Liu, Ying Liu, Brent Logan +3
This paper presents the first deep reinforcement learning (DRL) framework to estimate the optimal Dynamic Treatment Regimes from observational medical data. This framework is more…
cs.AI2017★ 15 cited
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations
Hongjia Li, Tianshu Wei, Ao Ren +2
The recent breakthroughs of deep reinforcement learning (DRL) technique in Alpha Go and playing Atari have set a good example in handling large state and actions spaces of complica…