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Galois Energy Games: To Solve All Kinds of Quantitative Reachability Problems

Published: April 22, 2025 | arXiv ID: 2505.14691v1

By: Caroline Lemke, Benjamin Bisping

Potential Business Impact:

Solves tricky computer games with limited energy.

Business Areas:
Energy Energy

We provide a generic decision procedure for energy games with energy-bounded attacker and reachability objective, moving beyond vector-valued energies and vector-addition updates. All we demand is that energies form well-founded bounded join-semilattices, and that energy updates have an upward-closed domain and can be "undone" through a Galois-connected function. We instantiate these Galois energy games to common energy games, declining energy games, multi-weighted reachability games, coverability on vector addition systems with states and shortest path problems, supported by an Isabelle-formalization and two implementations. For these instantiations, our simple algorithm is polynomial w.r.t. game graph size and exponential w.r.t. dimension.

Page Count
18 pages

Category
Computer Science:
Logic in Computer Science