Marius-Constantin Dinu

1. A Dataset Perspective on Offline Reinforcement Learning
   2021/11/08 by Kajetan Schweighofer, Andreas Radler, Schweighofer, Kajetan +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
2. Large Language Models Can Self-Improve At Web Agent Tasks
   2024/05/30 by Ajay Patel, Markus Hofmarcher, Patel, Ajay +9 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
3. SymbolicAI: A framework for logic-based approaches combining generative models and solvers
   2024/02/01 by Marius-Constantin Dinu, Dinu, Marius-Constantin, Claudiu Leoveanu-Condrei +7 · 3 citations
   Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Software Engineering (cs.SE) #Symbolic Computation (cs.SC)
4. Parameter Choice and Neuro-Symbolic Approaches for Deep Domain-Invariant Learning
   2024/10/08 by Marius-Constantin Dinu, Dinu, Marius-Constantin · 1 citation
   Computer Science · #Neural Networks and Applications