Marco Bagatella
- Reinforcement Learning via Self-Distillation
2026/01/28 by Jonas Hübotter, Frederike Lübeck, Lejs Behric +8 · 5 voices · 9 citations
#cs.LG #cs.AI
- Active Fine-Tuning of Multi-Task Policies
2024/10/07 by Marco Bagatella, Jonas Hübotter, Bagatella, Marco +5 · 4 citations
Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Causal Action Influence Aware Counterfactual Data Augmentation
2024/05/29 by Núria Armengol Urpí, Marco Bagatella, Urpí, Núria Armengol +5 · 2 citations
Decision Sciences · #Data Quality and Management
- Directed Exploration in Reinforcement Learning from Linear Temporal Logic
2024/08/18 by Marco Bagatella, Bagatella, Marco, Andreas Krause +3 · 2 citations
Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation
- DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning
2025/05/26 by Leander Diaz-Bone, Diaz-Bone, Leander, Marco Bagatella +5 · 4 citations
Psychology · Computer Science · #Behavioral and Psychological Studies #Software Engineering Research #Advanced Software Engineering Methodologies
- Goal-conditioned Offline Planning from Curious Exploration
2023/11/28 by Marco Bagatella, Bagatella, Marco, Georg Martius +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics