- Top-k Combinatorial Bandits with Full-Bandit Feedback
2019/05/28 by Idan Rejwan, Yishay Mansour, Rejwan, Idan +1 · 10 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Algorithm #Artificial intelligence #Combinatorics #Computer science #Contrast (vision) #FOS: Computer and information sciences #Hadamard transform #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine learning #Mathematical optimization #Mathematics #Optimization and Search Problems #Order (exchange) #Regret #Sample (material) #Sample complexity #Scheme (mathematics) #Thompson sampling #cs.LG #stat.ML
- Generalization guides human exploration in vast decision spaces
2018/11/06 by Charley M. Wu, Eric Schulz, Maarten Speekenbrink +2 · 255 citations
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Artificial intelligence #Bayesian probability #Computer science #Ecology #Foraging #Function (biology) #Gaussian Processes and Bayesian Inference #Generalization #Heuristic #Machine learning #Mathematics #Probabilistic logic #Process (computing) #Reinforcement Learning in Robotics #Space (punctuation) #Thompson sampling