| A comprehensive survey on safe reinforcement learning J Garcıa, F Fernández Journal of Machine Learning Research 16 (1), 1437-1480, 2015 | 2038 | 2015 |
| Safe Exploration of the State and Action Spaces In Reinforcement Learning J García, F Fernández Journal of Artificial Intelligence Research (JAIR) 45, 515-564, 2012 | 216 | 2012 |
| Probabilistic Policy Reuse for Inter-Task Transfer Learning F Fernandez, J Garcia, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010 | 128 | 2010 |
| SIMBA: A Simulator for Business Education and Research F Borrajo, Y Bueno, I de Pablo, B Santos, F Fernández, J García, ... Decision Support Systems 48 (3), 498-509, 2010 | 100 | 2010 |
| Teaching a humanoid robot to walk faster through Safe Reinforcement Learning J García, D Shafie Engineering Applications of Artificial Intelligence 88, 103360, 2020 | 85 | 2020 |
| Combining Linear Programming and Automated Planning to Solve Intermodal Transportation Problems J García, JE Florez, Á Torralba, D Borrajo, C Linares López, ... European Journal of Operational Research (EJOR) 227, 216-226, 2013 | 75 | 2013 |
| Reinforcement learning for pricing strategy optimization in the insurance industry E Krasheninnikova, J García, R Maestre, F Fernández Engineering Applications of Artificial Intelligence 80, 8-19, 2019 | 69 | 2019 |
| Planning multi-modal transportation problems JE Flórez, ATA de Reyna, J García, CL López, A Garcıa-Olaya, D Borrajo Proceedings of ICAPS'11, 2011 | 36 | 2011 |
| A taxonomy for similarity metrics between Markov decision processes J García, Á Visús, F Fernández Machine Learning 111 (11), 4217-4247, 2022 | 27* | 2022 |
| CLARC: A cognitive robot for helping geriatric doctors in real scenarios D Voilmy, C Suárez, A Romero-Garcés, C Reuther, JC Pulido, R Marfil, ... ROBOT 2017: Third Iberian Robotics Conference: Volume 1, 403-414, 2018 | 25 | 2018 |
| CLARC: a robotic architecture for comprehensive geriatric assessment A Bandera, JP Bandera, P Bustos, LV Calderita, A Duenas, F Fernández, ... Proceedings of the 17th Workshop of Physical Agents (WAF), 1-8, 2016 | 25 | 2016 |
| Safe reinforcement learning in high-risk tasks through policy improvement J Garcia, F Fernandez IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning …, 2011 | 24* | 2011 |
| Probabilistic policy reuse for safe reinforcement learning J García, F Fernández ACM Transactions on Autonomous and Adaptive Systems (TAAS) 13 (3), 1-24, 2019 | 20 | 2019 |
| Learning adversarial attack policies through multi-objective reinforcement learning J García, R Majadas, F Fernández Engineering Applications of Artificial Intelligence 96, 104021, 2020 | 19 | 2020 |
| Perceptions or actions? grounding how agents interact within a software architecture for cognitive robotics R Marfil, A Romero-Garcés, JP Bandera, LJ Manso, LV Calderita, ... Cognitive Computation 12 (2), 479-497, 2020 | 17 | 2020 |
| A general-purpose architecture to control mobile robots LJ Manso, L Calderita, P Bustos, J García, M Martinez Muñoz, ... Universidad de León, 2014 | 16 | 2014 |
| Towards a robust robotic assistant for Comprehensive Geriatric Assessment procedures: updating the CLARC system* J Martínez, A Romero-Garcés, C Suárez, R Marfi, KLH Ting, A Iglesias, ... 2018 27th IEEE International Symposium on Robot and Human Interactive …, 2018 | 15 | 2018 |
| Integrating the users in the design of a robot for making Comprehensive Geriatric Assessments (CGA) to elderly people in care centers KLH Ting, D Voilmy, A Iglesias, JC Pulido, J García, A Romero-Garcés, ... 2017 26th IEEE International Symposium on Robot and Human Interactive …, 2017 | 15 | 2017 |
| Safe reinforcement learning through probabilistic policy reuse J Garcıa, D Acera, F Fernández RLDM 2013, 14, 2013 | 15 | 2013 |
| Reinforcement Learning for Decision-Making in a Business Simulator J García, F Borrajo, F Fernández International Journal of Information Technology & Decision Making 11 (5), 935, 2012 | 15 | 2012 |
Fernando FernándezCatedrático Universidad Carlos III de Madrid (UC3M)Verified email at inf.uc3m.es
