Riad Akrour

1. Model-Free Trajectory-based Policy Optimization with Monotonic Improvement
   2016/06/29 by Riad Akrour, Abbas Abdolmaleki, Akrour, Riad +7 · 2 citations
   Computer Science · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Machine Learning and Algorithms
2. Breiman meets Bellman: Non-Greedy Decision Trees with MDPs
   2023/09/22 by Hector Kohler, Riad Akrour, Kohler, Hector +2 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Reinforcement Learning in Robotics
3. Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning
   2024/05/23 by Hector Kohler, Quentin Delfosse, Kohler, Hector +6 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
4. Continuous Action Reinforcement Learning from a Mixture of Interpretable\n Experts
   2020/06/10 by Riad Akrour, Akrour, Riad, Davide Tateo +3 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
5. Embodied Active Learning under Limited Annotation and Navigation Budget for Object Detection
   2026/07/17 by Hadrien Crassous, Mohamed Yassine Kabouri, Minahil Raza +2
   #cs.RO #cs.CV