Pegah Alizadeh

30 papers A* 2A 2B 2Misc 1Journal 8Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems. CoRR Théo Zangato, Aomar Osmani, Pegah Alizadeh
2026	J	`jnl`	Selecting Offline Reinforcement Learning Algorithms for Stochastic Network Control. CoRR Nicolas Helson, Pegah Alizadeh, Anastasios Giovanidis
2025	—	`conf`	Amélioration de l'apprentissage par renforcement appliquée à la gestion de l'énergie par l'apprentissage des dynamiques indépendantes des actions. EGC Théo Zangato, Aomar Osmani, Pegah Alizadeh
2025	J	`jnl`	Data-Driven Policy Mapping for Safe RL-based Energy Management Systems. CoRR Théo Zangato, Aomar Osmani, Pegah Alizadeh
2025	J	`jnl`	Offline Reinforcement Learning for Mobility Robustness Optimization. CoRR Pegah Alizadeh, Anastasios Giovanidis, Pradeepa Ramachandra, Vasileios Koutsoukis, Osama Arouk
2024	—	`conf`	A Deep Learning Approach for Predicting Radio Channels Across Frequency in Mobile Networks. 6GNet Apostolos Destounis, Pegah Alizadeh
2024	A	`conf`	Enhancing Decision-Making in Energy Management Systems Through Action-Independent Dynamics Learning. ECAI Théo Zangato, Aomar Osmani, Pegah Alizadeh
2024	J	`jnl`	Generative AI in mobile networks: a survey. Ann. des Télécommunications Athanasios Karapantelakis, Pegah Alizadeh, Abdulrahman Alabassi, Kaushik Dey, Alexandros Nikou
2024	—	`conf`	Optimisation de la Gestion de l'Énergie par l'Apprentissage par Renforcement et le Clustering de Séries Temporelles pour la Génération de Politiques Individualisées. EGC Théo Zangato, Aomar Osmani, Pegah Alizadeh
2023	A*	`conf`	Optimization-driven Demand Prediction Framework for Suburban Dynamic Demand-Responsive Transport Systems. IJCAI Louis Zigrand, Roberto Wolfler Calvo, Emiliano Traversi, Pegah Alizadeh
2022	A*	`conf`	Clustering Approach to Solve Hierarchical Classification Problem Complexity. AAAI Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2022	B	`conf`	How to Learn the Optimal Clique Decompositions in Solving Semidefinite Relaxations for OPF. IJCNN Charly Alizadeh, Pegah Alizadeh, Miguel F. Anjos, Lucas Létocart, Emiliano Traversi
2022	A	`conf`	Improving Imitation Learning by Merging Experts Trajectories. CIKM Pegah Alizadeh, Aomar Osmani, Sammy Taleb
2022	Misc	`conf`	Place embedding across cities in location-based social networks. SAC Christophe Haikal, Pegah Alizadeh, Christophe Rodrigues, Chongke Bi
2021	J	`jnl`	Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition. CoRR Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2021	J	`jnl`	Deterministic policies based on maximum regrets in MDPs with imprecise rewards. AI Commun. Pegah Alizadeh, Emiliano Traversi, Aomar Osmani
2021	—	`conf`	Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots. CASE Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues
2021	—	`conf`	Hierarchical Learning of Dependent Concepts for Human Activity Recognition. PAKDD (2) Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2021	—	`conf`	Machine Learning Guided Optimization for Demand Responsive Transport Systems. ECML/PKDD (4) Louis Zigrand, Pegah Alizadeh, Emiliano Traversi, Roberto Wolfler Calvo
2021	J	`jnl`	Reinforcement Learning for Interactive QoS-Aware Services Composition. IEEE Syst. J. Pegah Alizadeh, Aomar Osmani, Mohamed Essaid Khanouche, Abdelghani Chibani, Yacine Amirat
2020	—	`conf`	A multi-view architecture for the SHL challenge. UbiComp/ISWC Adjunct Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh
2020	—	`conf`	Apprentissage par renforcement pour la recherche d'experts sur le web. EGC Pegah Alizadeh, Jorge García Flores, Iván Vladimir Meza Ruíz
2020	—	`conf`	Industrie 4.0 : Prédiction de consommation réelle par fine-tuning à partir de simulations. EGC Christophe Rodrigues, Pegah Alizadeh, Dmitry Bondarenko
2019	—	`conf`	Calcul d'une politique déterministe dans un MDP avec récompenses imprécises. EGC Pegah Alizadeh, Aomar Osmani, Emiliano Traversi
2018	—	`conf`	An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. CICLing (1) Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crémilleux, Albrecht Zimmermann
2018	—	`conf`	Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions (An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse). CORIA-TALN-RJC (TALN 2) Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crémilleux, Albrecht Zimmermann
2016	B	`conf`	Advantage based value iteration for Markov decision processes with unknown rewards. IJCNN Pegah Alizadeh, Yann Chevaleyre, François Lévy
2016	—	`—`	Elicitation and planning in Markov decision processes with unknown rewards. (Elicitation et planification dans les processus décisionnel de MARKOV avec récompenses inconnues). Pegah Alizadeh
2016	—	`conf`	Solving MDPs with Unknown Rewards Using Nondominated Vector-Valued Functions. STAIRS Pegah Alizadeh, Yann Chevaleyre, François Lévy
2015	—	`conf`	Approximate regret based elicitation in Markov decision process. RIVF Pegah Alizadeh, Yann Chevaleyre, Jean-Daniel Zucker