110 citations · 163 across the 22 of their papers we have counts for
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cs.LG2026
Stratifying Reinforcement Learning with Signal Temporal Logic
Justin Curry, Alberto Speranzon
In this paper, we develop a stratification-based semantics for Signal Temporal Logic (STL) in which each atomic predicate is interpreted as a membership test in a stratified space.…
cs.LG2024★ 6 cited
Position: Topological Deep Learning is the New Frontier for Relational Learning
Theodore Papamarkou, Tolga Birdal, Michael Bronstein +19
Topological deep learning (TDL) is a rapidly evolving field that uses topological features to understand and design deep learning models. This paper posits that TDL is the new fron…