Jason Rhuggenaath

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 22

Top Topics

Traveling Salesman

Sealed Bid Auctions

Contextual Advertising

Reinforcement Learning

Top Venues

Oper. Res. Lett.

Publications

Reza Refaei Afshar, Jason Rhuggenaath, Yingqian Zhang, Uzay Kaymak
An Automated Deep Reinforcement Learning Pipeline for Dynamic Pricing. IEEE Trans. Artif. Intell. 4 (3) (2023)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
Setting Reserve Prices in Second-Price Auctions with Unobserved Bids. INFORMS J. Comput. 34 (6) (2022)
Paulo da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak
Learning 2-Opt Heuristics for Routing Problems via Deep Reinforcement Learning. SN Comput. Sci. 2 (5) (2021)
Reza Refaei Afshar, Jason Rhuggenaath, Yingqian Zhang, Uzay Kaymak
A Reward Shaping Approach for Reserve Price Optimization using Deep Reinforcement Learning. IJCNN (2021)
Jason Rhuggenaath, Reza Refaei Afshar, Alp Akcay, Yingqian Zhang, Uzay Kaymak, Fatih Çolak, Muratcan Tanyerli
Maximizing revenue for publishers using header bidding and ad exchange auctions. Oper. Res. Lett. 49 (2) (2021)
Qing Chuan Ye, Jason Rhuggenaath, Yingqian Zhang, Sicco Verwer, Michiel Jurgen Hilgeman
Data driven design for online industrial auctions. Ann. Math. Artif. Intell. 89 (7) (2021)
Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak
Low-Regret Algorithms for Strategic Buyers with Unknown Valuations in Repeated Posted-Price Auctions. ECML/PKDD (2) (2020)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
Algorithms for slate bandits with non-separable reward functions. CoRR (2020)
Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. ACML (2020)
Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. CoRR (2020)
Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak
Dynamic Pricing Using Thompson Sampling with Fuzzy Events. IPMU (1) (2020)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
Optimizing reserve prices for publishers in online ad auctions. CIFEr (2019)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
Fuzzy Logic based Pricing combined with Adaptive Search for Reserve Price Optimization in Online Ad Auctions. FUZZ-IEEE (2019)
Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Alp Akcay, Yingqian Zhang, Uzay Kaymak
A heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand. SMC (2019)
Dylan Rijnen, Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang
Machine Learning based Simulation Optimisation for Trailer Management. SMC (2019)
Paulo Roberto de Oliveira da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Wan-Jui Lee, Uzay Kaymak
Data-Driven Policy on Feasibility Determination for the Train Shunting Problem. ECML/PKDD (3) (2019)
Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, W. Lee, Uzay Kaymak
Data-driven Policy on Feasibility Determination for the Train Shunting Problem. CoRR (2019)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
A PSO-based Algorithm for Reserve Price Optimization in Online Ad Auctions. CEC (2019)
Dylan Rijnen, Jason Rhuggenaath, Paulo R. de O. da Costa, Yingqian Zhang
Machine Learning based Simulation Optimisation for Trailer Management. CoRR (2019)
Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak
Optimal display-ad allocation with guaranteed contracts and supply side platforms. Comput. Ind. Eng. 137 (2019)
Paulo Roberto de Oliveira da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Wan-Jui Lee, Uzay Kaymak
Data-Driven Policy on Feasibility Determination for the Train Shunting Problem. BNAIC/BENELEARN (2019)
Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak, Sicco Verwer
Learning fuzzy decision trees using integer programming. FUZZ-IEEE (2018)