53 citations · 61 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 53 cited
Optimism in Reinforcement Learning with Generalized Linear Function Approximation
Yining Wang, Ruosong Wang, Simon S. Du +1
We design a new provably efficient algorithm for episodic reinforcement learning with generalized linear function approximation. We analyze the algorithm under a new expressivity a…
stat.ML2019★ 8 cited
Robust Dynamic Assortment Optimization in the Presence of Outlier Customers
Xi Chen, Akshay Krishnamurthy, Yining Wang
We consider the dynamic assortment optimization problem under the multinomial logit model (MNL) with unknown utility parameters. The main question investigated in this paper is mod…