Ann Nowé
- Pareto Conditioned Networks
2022/04/11 by Mathieu Reymond, Reymond, Mathieu, Eugenio Bargiacchi +3 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
2023/03/06 by Raphaël Avalos, Florent Delgrange, Avalos, Raphael +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Safe reinforcement learning for multi-energy management systems with known constraint functions
2022/07/08 by Glenn Ceusters, Ceusters, Glenn, Luis Ramirez Camargo +7 · 2 citations
Engineering · Energy · Computer Science · #Fuel Cells and Related Materials #Energy Efficiency and Management #Reinforcement Learning in Robotics
- Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
2022/04/11 by Mathieu Reymond, Reymond, Mathieu, Conor F. Hayes +19 · 2 citations
Mathematics · Medicine · Psychology · #Artificial Intelligence (cs.AI) #COVID-19 and Mental Health #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Populations and Evolution (q-bio.PE) #Viral Infections and Outbreaks Research
- Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report)
2021/12/17 by Florent Delgrange, Ann Nowé, Delgrange, Florent +3 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning
2024/07/23 by Florian Felten, Felten, Florian, Umut Ucak +23 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #cs.AI #cs.GT #cs.MA
- Composing Reinforcement Learning Policies, with Formal Guarantees
2024/02/21 by Florent Delgrange, Delgrange, Florent, Guy Avni +9 · 2 citations
Computer Science · Engineering · #Advanced Research in Systems and Signal Processing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Preference Communication in Multi-Objective Normal-Form Games
2021/11/17 by Willem Röpke, Röpke, Willem, Diederik M. Roijers +5 · 1 citation
Decision Sciences · Social Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Bridging the Gap Between Single and Multi Objective Games
2023/01/13 by Willem Röpke, Röpke, Willem, Carla Groenland +7 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications
- Dealing with Expert Bias in Collective Decision-Making
2021/06/25 by Axel Abels, Tom Lenaerts, Abels, Axel +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News
2024/03/11 by Axel Abels, Elias Fernández Domingos, Abels, Axel +5 · 1 citation
Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI)