| 2021 | IJCNN | A Reward Shaping Approach for Reserve Price Optimization using Deep Reinforcement Learning. | Reza Refaei Afshar, Jason Rhuggenaath, Yingqian Zhang, Uzay Kaymak |
| 2020 | ACML | Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. | Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay |
| 2020 | IPMU | Dynamic Pricing Using Thompson Sampling with Fuzzy Events. | Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak |
| 2019 | CEC | A PSO-based Algorithm for Reserve Price Optimization in Online Ad Auctions. | Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak |
| 2019 | SMC | A heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand. | Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Alp Akcay, Yingqian Zhang, Uzay Kaymak |
| 2019 | SMC | Machine Learning based Simulation Optimisation for Trailer Management. | Dylan Rijnen, Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang |