Anders Jönsson
- A unified view of entropy-regularized Markov decision processes
2017/05/22 by Gergely Neu, Neu, Gergely, Anders Jonsson +4 · 1 voice · 28 citations
Computer Science · Mathematics · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
- Fast active learning for pure exploration in reinforcement learning
2020/07/27 by Pierre Ménard, Ménard, Pierre, Omar Darwiche Domingues +9 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
- Planning in Markov Decision Processes with Gap-Dependent Sample Complexity
2020/06/10 by Anders Jönsson, Jonsson, Anders, Emilie Kaufmann +9 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed\n Bandits
2017/10/31 by Francesc Wilhelmi, Cristina Cano, Wilhelmi, Francesc +9 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #Cognitive Radio Networks and Spectrum Sensing
- Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation
2022/05/30 by Marc Carrascosa, Lorenzo Galati Giordano, Carrascosa-Zamacois, Marc +7 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
- Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
2024/06/06 by Sergio Calo, Calo, Sergio, Anders Jönsson +8 · 2 voices · 1 citation
Medicine · Neuroscience · #Neurological disorders and treatments #EEG and Brain-Computer Interfaces #Cardiac Arrhythmias and Treatments
- Generalized Planning With Procedural Domain Control Knowledge
2019/10/11 by Javier Segovia‐Aguas, Sergio Jiménez, Segovia-Aguas, Javier +3 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
- Generalized Planning as Heuristic Search
2021/03/26 by Javier Segovia‐Aguas, Sergio Jiménez, Segovia-Aguas, Javier +3 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Logic, programming, and type systems
- Provably Efficient Exploration in Reward Machines with Low Regret
2024/12/26 by Hippolyte Bourel, Bourel, Hippolyte, Anders Jönsson +7 · 1 citation
Engineering · Computer Science · #Advanced Control Systems Optimization #Fault Detection and Control Systems #Fuzzy Logic and Control Systems