Calvo-Fullana, Miguel

1. Constrained Reinforcement Learning Has Zero Duality Gap
   2019/10/29 by Santiago Paternain, Paternain, Santiago, Luiz F. O. Chamon +5 · 14 citations
   Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Neural and Behavioral Psychology Studies
2. Safe Policies for Reinforcement Learning via Primal-Dual Methods
   2019/11/20 by Santiago Paternain, Miguel Calvo-Fullana, Paternain, Santiago +5 · 10 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
3. State Augmented Constrained Reinforcement Learning: Overcoming the Limitations of Learning with Rewards
   2021/02/23 by Miguel Calvo-Fullana, Santiago Paternain, Calvo-Fullana, Miguel +5 · 5 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Robotics (cs.RO)
4. A Networked Multi-Agent System for Mobile Wireless Infrastructure on Demand
   2023/06/14 by Miguel Calvo-Fullana, Mikhail Gerasimenko, Calvo-Fullana, Miguel +13 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Mobile Ad Hoc Networks #Opportunistic and Delay-Tolerant Networks #Optimization and Control (math.OC) #Robotics (cs.RO) #UAV Applications and Optimization
5. Distributed Riemannian Optimization with Lazy Communication for Collaborative Geometric Estimation
   2022/03/02 by Yulun Tian, Tian, Yulun, Amrit Singh Bedi +9 · 1 citation
   Computer Science · Engineering · #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Mathematics #Indoor and Outdoor Localization Technologies #Optimization and Control (math.OC) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
6. The empirical duality gap of constrained statistical learning
   2020/02/12 by Chamon, Luiz F. O., Paternain, Santiago, Calvo-Fullana, Miguel +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
7. Multi-task Supervised Learning via Cross-learning
   2020/10/24 by Juan Cerviño, Juan Andrés Bazerque, Cervino, Juan +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
8. Multi-task Bias-Variance Trade-off Through Functional Constraints
   2022/10/27 by Cervino, Juan, Bazerque, Juan Andres, Calvo-Fullana, Miguel +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)