A Backward-traversal-based Approach for Symbolic Model Checking of Uniform Strategies for Constrained Reachability

TL;DR

This paper introduces a backward-traversal-based model checking approach for uniform strategies in ATL_ir, focusing on constrained reachability, and demonstrates its competitiveness through experimental evaluation.

Contribution

It presents a novel backward traversal technique for model checking uniform strategies, expanding applicability to constrained reachability objectives.

Findings

The approach is competitive with existing methods.

It effectively handles constrained reachability objectives.

Experimental results validate its practicality.

Abstract

Since the introduction of Alternating-time Temporal Logic (ATL), many logics have been proposed to reason about different strategic capabilities of the agents of a system. In particular, some logics have been designed to reason about the uniform memoryless strategies of such agents. These strategies are the ones the agents can effectively play by only looking at what they observe from the current state. ATL_ir can be seen as the core logic to reason about such uniform strategies. Nevertheless, its model-checking problem is difficult (it requires a polynomial number of calls to an NP oracle), and practical algorithms to solve it appeared only recently. This paper proposes a technique for model checking uniform memoryless strategies. Existing techniques build the strategies from the states of interest, such as the initial states, through a forward traversal of the system. On the other hand, the proposed approach builds the winning strategies from the target states through a backward traversal, making sure that only uniform strategies are explored. Nevertheless, building the strategies from the ground up limits its applicability to constrained reachability objectives only. This paper describes the approach in details and compares it experimentally with existing approaches implemented into a BDD-based framework. These experiments show that the technique is competitive on the cases it can handle.