39 citations · 55 across the 11 of their papers we have counts for
4 papers · 1 filter
Symbolic Reachability Analysis of High Dimensional Max-Plus Linear Systems
Muhammad Syifa'ul Mufid, Dieky Adzkiya, Alessandro Abate
This work discusses the reachability analysis (RA) of Max-Plus Linear (MPL) systems, a class of continuous-space, discrete-event models defined over the max-plus algebra. Given the…
Verifying Reachability Properties in Markov Chains via Incremental Induction
Elizabeth Polgreen, Martin Brain, Martin Fraenzle +1
There is a scalability gap between probabilistic and non-probabilistic verification. Probabilistic model checking tools are based either on explicit engines or on (Multi-Terminal)…
Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees
Mohammadhosein Hasanbeig, Yiannis Kantaros, Alessandro Abate +3
Reinforcement Learning (RL) has emerged as an efficient method of choice for solving complex sequential decision making problems in automatic control, computer science, economics,…
Bounded Model Checking of Max-Plus Linear Systems via Predicate Abstractions
Muhammad Syifa'ul Mufid, Dieky Adzkiya, Alessandro Abate
This paper introduces the abstraction of max-plus linear (MPL) systems via predicates. Predicates are automatically selected from system matrix, as well as from the specifications…