Stephen Mak

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 12

Top Topics

Bullwhip Effect

Customer Orders

Reinforcement Learning

Top Venues

Comput. Ind. Eng.

Tiny Papers @ ICLR

Publications

Liming Xu, Stephen Mak, Yaniv Proselkov, Alexandra Brintrup
Towards Autonomous Supply Chains: Definition, Characteristics, Conceptual Framework, and Autonomy Levels. CoRR (2024)
Kyle Mana, Fernando Acero, Stephen Mak, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates. AAAI (2024)
Stefan Schoepf, Stephen Mak, Julian Senoner, Liming Xu, Netland Torbjörn, Alexandra Brintrup
Unlocking Carbon Reduction Potential with Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem. CoRR (2023)
Stephen Mak, Liming Xu, Tim Pearce, Michael Ostroumov, Alexandra Brintrup
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach. CoRR (2023)
Vinod Kumar Chauhan, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. Comput. Ind. Eng. 176 (2023)
Lucia Cipolina-Kun, Stephen Mak, Ignacio Carlucho, Vahid Yazdanpanah, Sebastian Stein, Enrico H. Gerding, Kalesha Bullard
Multi-Agent Reinforcement Learning for Coalitional Bargaining Games. Tiny Papers @ ICLR (2023)
Liming Xu, Stephen Mak, Maria Minaricova, Alexandra Brintrup
On Implementing Autonomous Supply Chains: a Multi-Agent System Approach. CoRR (2023)
Liming Xu, Stephen Mak, Stefan Schoepf, Michael Ostroumov, Alexandra Brintrup
AgentChat: Multi-Agent Collaborative Logistics for Carbon Reduction. CoRR (2023)
Stephen Mak, Liming Xu, Tim Pearce, Michael Ostroumov, Alexandra Brintrup
Coalitional Bargaining via Reinforcement Learning: An Application to Collaborative Vehicle Routing. CoRR (2023)
Stephen Mak, Kyle Mana, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models. CoRR (2023)
Vinod Kumar Chauhan, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. CoRR (2022)
Liming Xu, Stephen Mak, Alexandra Brintrup
Will bots take over the supply chain? Revisiting Agent-based supply chain automation. CoRR (2021)
Stephen Mak
Ethical Values for E-Society: Information, Security and Privacy. ICEB (2010)
Stephen Mak
The myths and realities of using IT in education: A Hong Kong case report. WebNet (1999)
Stephen Mak
Interactive Multimedia Learning and Teaching - Why and How. WebNet (1998)