Ouhamma, Reda

1. Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning
   2022/10/05 by Ouhamma, Reda, Basu, Debabrota, Maillard, Odalric-Ambrym · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Stochastic Online Linear Regression: the Forward Algorithm to Replace\n Ridge
   2021/11/02 by Reda Ouhamma, Odalric Maillard, Ouhamma, Reda +3 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Distributed Sensor Networks and Detection Algorithms
3. Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
   2021/10/18 by Reda Ouhamma, Rémy Degenne, Ouhamma, Reda +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Optimization and Search Problems
4. Nash equilibria in scalar discrete-time linear quadratic games
   2024/10/16 by Salizzoni, Giulio, Ouhamma, Reda, Kamgarpour, Maryam · 2 citations
   #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
5. Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design
   2025/06/11 by Andreas Schlaginhaufen, Schlaginhaufen, Andreas, Reda Ouhamma +3 · 2 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Age of Information Optimization