Ilya Jackson

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Candidate Solutions

Reinforcement Learning

Natural Language

Simulation Models

Top Venues

Int. J. Prod. Res.

Publications

Ilya Jackson, María Jesús Sáenz, Dmitry A. Ivanov
From natural language to simulations: applying AI to automate simulation modelling of logistics systems. Int. J. Prod. Res. 62 (4) (2024)
Pierre Bouquet, Ilya Jackson, Mostafa Nick, Amin Kaboli
AI-based forecasting for optimised solar energy management and smart grid efficiency. Int. J. Prod. Res. 62 (13) (2024)
Ilya Jackson, Dmitry A. Ivanov, Alexandre Dolgui, Jafar Namdar
Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation. Int. J. Prod. Res. 62 (17) (2024)
Benjamin Rolf, Ilya Jackson, Marcel Müller, Sebastian Lang, Tobias Reggelin, Dmitry Ivanov
A review on reinforcement learning algorithms and applications in supply chain management. Int. J. Prod. Res. 61 (20) (2023)
Ilya Jackson
Deep Reinforcement Learning for Supply Chain Synchronization. HICSS (2022)
Ilya Jackson, María Jesús Sáenz
From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems. CoRR (2022)
Ilya Jackson
AutoML Approach to Stock Keeping Units Segmentation. J. Theor. Appl. Electron. Commer. Res. 17 (4) (2022)
Ilya Jackson, Josue C. Velazquez-Martinez
Automl Approach to Classification of Candidate Solutions for Simulation Models of Logistic Systems. WSC (2021)
Zhandos Kegenbekov, Ilya Jackson
Adaptive Supply Chain: Demand-Supply Synchronization Using Deep Reinforcement Learning. Algorithms 14 (8) (2021)
Juri Tolujew, Irina Yatskiv, Ilya Jackson, Tobias Reggelin
Dynamic Model of the Passenger Flow on rail Baltica. WSC (2018)
Ilya Jackson, Jurijs Tolujevs
The Discrete-Event Approach to Simulate Stochastic Multi-Product (r, Q) Inventory Control Systems. EJC (2018)