Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent

Authors: Güitta-López, Lucía, Boal, Jaime, López-López, Álvaro J.

Source: Applied Intelligence. 53, 2023, 14903-14917

Subject Terms: Computer Science - Robotics, Computer Science - Artificial Intelligence, I.2.6

Access URL: http://arxiv.org/abs/2501.14443

Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings

Authors: Martínez-Cruz, Roberto, Mahata, Debanjan, López-López, Alvaro J., Portela, José

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2305.09316

ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task

Authors: Martínez-Cruz, Roberto, López-López, Alvaro J., Portela, José

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2304.14177

ChatGPT vs state-of-the-art models: a benchmarking study in keyphrase generation task.

Authors: Martínez-Cruz, Roberto^1,2, roberto.martinezcruz@moodys.com, López-López, Alvaro J.², Portela, José²

Source: Applied Intelligence; Jan2025, Vol. 55 Issue 1, p1-25, 25p

Multi-stage optimization of the installation of Energy Storage Systems in railway electrical infrastructures with nature-inspired optimization algorithms

Authors: Roch-Dupré, David, Gonsalves, Tad, Cucala, Asunción P., Pecharromán, Ramón R., López-López, Álvaro J., Fernández-Cardador, Antonio

Source: In Engineering Applications of Artificial Intelligence September 2021 104

Determining the optimum installation of energy storage systems in railway electrical infrastructures by means of swarm and evolutionary optimization algorithms

Authors: Roch-Dupré, David, Gonsalves, Tad, Cucala, Asunción P., Pecharromán, Ramón R., López-López, Álvaro J., Fernández-Cardador, Antonio

Source: In International Journal of Electrical Power and Energy Systems January 2021 124

Simulation-based assessment of the installation of a Reversible Substation in a railway line, including a realistic model of large traffic perturbations

Authors: Roch-Dupré, David, Cucala, Asunción P., Pecharromán, Ramón R., López-López, Álvaro J., Fernández-Cardador, Antonio

Source: In International Journal of Electrical Power and Energy Systems February 2020 115

Evaluation of the impact that the traffic model used in railway electrical simulation has on the assessment of the installation of a Reversible Substation

Authors: Roch-Dupré, David, Cucala, Asunción P., R. Pecharromán, Ramón, López-López, Álvaro J., Fernández-Cardador, Antonio

Source: In International Journal of Electrical Power and Energy Systems November 2018 102:201-210

Analysis of the demand charge in DC railway systems and reduction of its economic impact with Energy Storage Systems

Authors: Roch-Dupré, David, López-López, Álvaro J., Pecharromán, Ramón R., Cucala, Asunción P., Fernández-Cardador, Antonio

Source: In International Journal of Electrical Power and Energy Systems December 2017 93:459-467

Assessment of energy-saving techniques in direct-current-electrified mass transit systems

Authors: López-López, Álvaro J., Pecharromán, Ramón R., Fernández-Cardador, Antonio, Cucala, A. Paloma

Source: In Transportation Research Part C January 2014 38:85-100

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