Alp Akçay
- Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep\n Reinforcement Learning
2020/04/03 by Paulo Roberto de Oliveira da Costa, Jason Rhuggenaath, da Costa, Paulo R. de O. +5 · 11 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods
- Remaining Useful Lifetime Prediction via Deep Domain Adaptation
2019/07/17 by Paulo Roberto de Oliveira da Costa, Alp Akçay, da Costa, Paulo R. de O. +5 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Algorithms for slate bandits with non-separable reward functions
2020/04/21 by Jason Rhuggenaath, Alp Akçay, Rhuggenaath, Jason +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics