L G ] 2 6 M ay 2 01 9 Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints
By David Simchi-Levi. 2019
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- Corinna Cortes
- Mehryar Mohri
- Yishay Mansour
- Yoshua Bengio
- Judy Hoffman
- Mingsheng Long
- Sergey Levine
- Dacheng Tao
Citations in the corpus
- Beyond Individual and Group Fairness (2020, methodology): “…stochastic multi-armed bandit problem with switching costs, and arms corresponding to the states in the MDP, existing algorithms [Cesa-Bianchi et al., 2013, Simchi-Levi and Xu, 2019] achieving Õ( √ T ) have time complexity that depends on the number of arms which in our case is exponential (2k).”