34 citations · 56 across the 67 of their papers we have counts for
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cs.LG2018★ 34 cited
Exploration in Structured Reinforcement Learning
Jungseul Ok, Alexandre Proutiere, Damianos Tranos
We address reinforcement learning problems with finite state and action spaces where the underlying MDP has some known structure that could be potentially exploited to minimize the…
cs.LG2018★ 1 cited
Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version)
Weiran Huang, Jungseul Ok, Liang Li +1
We study the Combinatorial Pure Exploration problem with Continuous and Separable reward functions (CPE-CS) in the stochastic multi-armed bandit setting. In a CPE-CS instance, we a…
cs.GT2018
Power of Bonus in Pricing for Crowdsourcing
Suho Shin, Hoyong Choi, Yung Yi +1
We consider a simple form of pricing for a crowdsourcing system, where pricing policy is published a priori, and workers then decide their task acceptance. Such a pricing form is w…