2 papers
cs.AI2026
Do It for HER: First-Order Temporal Logic Reward Specification in Reinforcement Learning (Extended Version)
Pierriccardo Olivieri, Fausto Lasca, Alessandro Gianola +1
In this work, we propose a novel framework for the logical specification of non-Markovian rewards in Markov Decision Processes (MDPs) with large state spaces. Our approach leverage…
cs.IR2025
Balancing Benefits and Risks: RL Approaches for Addiction-Aware Social Media Recommenders
Luca Bolis, Stefano Livella, Sabrina Patania +3
Social media platforms provide valuable opportunities for users to gather information, interact with friends, and enjoy entertainment. However, their addictive potential poses sign…