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20202023
most citedEnsuring Monotonic Policy Improvement in Entropy-regularized Value-based Reinforcement Learning

4 citations · 7 across the 15 of their papers we have counts for

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2 papers · 1 filter

cs.AI2023

Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation

Honglin Shu, Pei Gao, Lingwei Zhu +1

Clinicians prescribe antibiotics by looking at the patient's health record with an experienced eye. However, the therapy might be rendered futile if the patient has drug resistance…

cs.LG2023

Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence

Lingwei Zhu, Zheng Chen, Matthew Schlegel +1

Many policy optimization approaches in reinforcement learning incorporate a Kullback-Leilbler (KL) divergence to the previous policy, to prevent the policy from changing too quickl…