16 citations · 59 across the 9 of their papers we have counts for
3 papers · 1 filter
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
Reza Refaei Afshar, Yingqian Zhang, Murat Firat +1
This paper proposes a Deep Reinforcement Learning (DRL) approach for solving knapsack problem. The proposed method consists of a state aggregation step based on tabular reinforceme…
Algorithms for slate bandits with non-separable reward functions
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang +1
In this paper, we study a slate bandit problem where the function that determines the slate-level reward is non-separable: the optimal value of the function cannot be determined by…
Towards Multi-perspective conformance checking with fuzzy sets
Sicui Zhang, Laura Genga, Hui Yan +3
Conformance checking techniques are widely adopted to pinpoint possible discrepancies between process models and the execution of the process in reality. However, state of the art…