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08/11/2023
Contrastive Explanations of Multi-agent Optimization Solutions
In many real-world scenarios, agents are involved in optimization proble...
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07/17/2023
Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models
Stochastic optimization (SO) attempts to offer optimal decisions in the ...
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03/16/2022
Explaining Preference-driven Schedules: the EXPRES Framework
Scheduling is the task of assigning a set of scarce resources distribute...
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03/14/2022
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
We consider a novel queuing problem where the decision-maker must choose...
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11/17/2019