Imanol Echeverria

According to our database, Imanol Echeverria authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Self-Evaluation for Job-Shop Scheduling.

Imanol Echeverria, Maialen Murua, Roberto Santana

CoRR, February, 2025

Leveraging constraint programming in a deep learning approach for dynamically solving the flexible job-shop scheduling problem.

Imanol Echeverria, Maialen Murua, Roberto Santana

Expert Syst. Appl., 2025

Diverse policy generation for the flexible job-shop scheduling problem via deep reinforcement learning with a novel graph representation.

Imanol Echeverria, Maialen Murua, Roberto Santana

Eng. Appl. Artif. Intell., 2025

2024

Offline reinforcement learning for job-shop scheduling problems.

Imanol Echeverria, Maialen Murua, Roberto Santana

CoRR, 2024

Multi-Assignment Scheduler: A New Behavioral Cloning Method for the Job-Shop Scheduling Problem.

Imanol Echeverria, Maialen Murua, Roberto Santana

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

Single Agent Formulation for Reinforcement Learning Based Routing of Urban Last Mile Logistics with Platooning Vehicles.

Nagore Bravo, Imanol Echeverria, Alain Andres, Ibai Lana

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

2023

Solving large flexible job shop scheduling instances by generating a diverse set of scheduling policies with deep reinforcement learning.

Imanol Echeverria, Maialen Murua, Roberto Santana

CoRR, 2023