Intelligent Optimization and Machine Learning for 5G Network Control and Management. - Carlos Hernández-Chulde; Cristina Cervelló-Pastor (PAAMS (Workshops), 2019)

Assessment of a Latency-aware Routing and Spectrum Assignment Mechanism Based on Deep Reinforcement Learning. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (ECOC, 2021)

Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (DRCN, 2022)

Evaluation of Deep Reinforcement Learning for Restoration in Optical Networks. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (OFC, 2022)

VNF Placement Over Autonomic Elastic Optical Network via Deep Reinforcement Learning. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (ICC, 2023)

DRL for VNF placement in Inter-Data Center Elastic Optical Networks. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (OFC, 2023)

Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (J. Opt. Commun. Netw., 2023)

Autonomous Control Operations for Energy-Efficient Packet Optical Networks. - Ricardo Martínez 001; Ramon Casellas; Carlos Hernández-Chulde; F. Javier Vilchez; Ricard Vilalta; Raul Muñoz 001; Óscar González de Dios; Juan Pedro Fernández-Palacios (ICTON, 2024)

Experimental Validation of an Efficient DRL-based Routing and Spectrum Assignment for Optical Network Automation. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (ICTON, 2024)

Exploiting GNN and DRL for Online Service Provisioning Over Elastic Optical Networks. - Carlos Hernández-Chulde; Ramon Casellas; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001 (ONDM, 2024)

Optimizing Energy Efficiency in Optical Transport Networks through Autonomous AI-Assisted Control Operations. - Ricardo Martínez 001; Carlos Hernández-Chulde; Ramon Casellas; Ricard Vilalta; Raul Muñoz 001 (OFC, 2025)

Dynamic Optimization in SDN-Enabled EONs with CV-QKD coexistence. - Carlos Hernández-Chulde; M. Iqbal; Michela Svaluto Moreolo; Ricard Vilalta; Raul Muñoz 001; Ramon Casellas; Ricardo Martínez 001 (OFC, 2025)

Autonomous SDN-Driven Operations in Disaggregated Open Optical Transport Network with Coherent Pluggable Transceivers: A Demonstration. - Luca Vettori; F. Javier Vilchez; Carlos Hernández-Chulde; Constantine A. Kyriakopoulos; Josep Maria Fabrega; Ramon Casellas; Ricardo Martínez 001 (OFC, 2025)

Quantum computing approach for multi-objective routing and spectrum assignment optimization. - Oumayma Bouchmal; Bruno Cimoli; Ripalta Stabile; Juan Jose Vegas Olmos; Carlos Hernández-Chulde; Ricardo Martínez 001; Ramon Casellas; Idelfonso Tafur Monroy (J. Opt. Commun. Netw., 2025)