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cs.LG2026
Learning Continuous Neural Representation of Stochastic Hybrid Systems
Sangli Teng, Hang Liu, Koushil Sreenath
A stochastic hybrid system (SHS) is governed by a stochastic differential equation (SDE) describing the continuous dynamics and a Markov reset kernel triggered on the guard surface…
cs.LG2025
CHyLL: Learning Continuous Neural Representations of Hybrid Systems
Sangli Teng, Hang Liu, Jingyu Song +1
Learning the flows of hybrid systems that have both continuous and discrete time dynamics is challenging. The existing method learns the dynamics in each discrete mode, which suffe…