Dinu, Marius-Constantin

9 publications

CoLLAs 2024 SymbolicAI: A Framework for Logic-Based Approaches Combining Generative Models and Solvers Marius-Constantin Dinu, Claudiu Leoveanu-Condrei, Markus Holzleitner, Werner Zellinger, Sepp Hochreiter

ICLR 2023 Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation Marius-Constantin Dinu, Markus Holzleitner, Maximilian Beck, Hoan Duc Nguyen, Andrea Huber, Hamid Eghbal-zadeh, Bernhard A. Moser, Sergei Pereverzyev, Sepp Hochreiter, Werner Zellinger

CoLLAs 2022 A Dataset Perspective on Offline Reinforcement Learning Kajetan Schweighofer, Marius-constantin Dinu, Andreas Radler, Markus Hofmarcher, Vihang Prakash Patil, Angela Bitto-nemling, Hamid Eghbal-zadeh, Sepp Hochreiter

ICML 2022 Align-RUDDER: Learning from Few Demonstrations by Reward Redistribution Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M Blies, Johannes Brandstetter, José Arjona-Medina, Sepp Hochreiter

NeurIPSW 2022 InfODist: Online Distillation with Informative Rewards Improves Generalization in Curriculum Learning Rahul Siripurapu, Vihang Prakash Patil, Kajetan Schweighofer, Marius-Constantin Dinu, Thomas Schmied, Luis Eduardo Ferro Diez, Markus Holzleitner, Hamid Eghbal-zadeh, Michael K. Kopp, Sepp Hochreiter

NeurIPSW 2022 InfODist: Online Distillation with Informative Rewards Improves Generalization in Curriculum Learning Rahul Siripurapu, Vihang Prakash Patil, Kajetan Schweighofer, Marius-Constantin Dinu, Thomas Schmied, Luis Eduardo Ferro Diez, Markus Holzleitner, Hamid Eghbal-zadeh, Michael K Kopp, Sepp Hochreiter

CoLLAs 2022 Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning Christian Alexander Steinparz, Thomas Schmied, Fabian Paischer, Marius-constantin Dinu, Vihang Prakash Patil, Angela Bitto-nemling, Hamid Eghbal-zadeh, Sepp Hochreiter

NeurIPS 2021 The Balancing Principle for Parameter Choice in Distance-Regularized Domain Adaptation Werner Zellinger, Natalia Shepeleva, Marius-Constantin Dinu, Hamid Eghbal-zadeh, Hoan Duc Nguyen, Bernhard Nessler, Sergei Pereverzyev, Bernhard A. Moser

NeurIPSW 2021 Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning Kajetan Schweighofer, Markus Hofmarcher, Marius-Constantin Dinu, Philipp Renz, Angela Bitto-Nemling, Vihang Prakash Patil, Sepp Hochreiter