3 papers
cs.LG2025
Combining Deep Architectures for Information Gain estimation and Reinforcement Learning for multiagent field exploration
Emanuele Masiero, Vito Trianni, Giuseppe Vizzari +1
Precision agriculture requires efficient autonomous systems for crop monitoring, where agents must explore large-scale environments while minimizing resource consumption. This work…
cs.IR2025
Why am I seeing this? Towards recognizing social media recommender systems with missing recommendations
Sabrina Guidotti, Sabrina Patania, Giuseppe Vizzari +4
Social media plays a crucial role in shaping society, often amplifying polarization and spreading misinformation. These effects stem from complex dynamics involving user interactio…
cs.MA2025
SCOOP: A Framework for Proactive Collaboration and Social Continual Learning through Natural Language Interaction andCausal Reasoning
Dimitri Ognibene, Sabrina Patania, Luca Annese +5
Multimodal information-gathering settings, where users collaborate with AI in dynamic environments, are increasingly common. These involve complex processes with textual and multim…