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Strategic Reasoning with a Bounded Number of Resources: the Quest for Tractability
- Source :
- Artificial Intelligence, Artificial Intelligence, 2021, 300, pp.103557. ⟨10.1016/j.artint.2021.103557⟩, Artificial Intelligence, Elsevier, 2021, 300, pp.103557. ⟨10.1016/j.artint.2021.103557⟩
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- International audience; The resource-bounded alternating-time temporal logic RB±ATL combines strategic reasoning with reasoning about resources. Its model-checking problem is known to be 2EXPTIME-complete (the same as its proper extension RB±ATL$^⁎$) and fragments have been identified to lower the complexity.In this work, we consider the variant RB±ATL+ that allows for Boolean combinations of path formulae starting with single temporal operators, but restricted to a single resource, providing an interesting trade-off between temporal expressivity and resource analysis. We show that the model-checking problem for RB±ATL+ restricted to a single agent and a single resource is $\Delta_{2}^{P}$-complete, hence the same as for the standard branching-time temporal logic CTL+. In this case reasoning about resources comes at no extra computational cost. When a fixed finite set of linear-time temporal operators is considered, the model-checking problem drops to PTIME, which includes the special case of RB±ATL restricted to a single agent and a single resource. Furthermore, we show that, with an arbitrary number of agents and a fixed number of resources, the model-checking problem for RB±ATL+ can be solved in EXPTIME using a sophisticated Turing reduction to the parity game problem for alternating vector addition systems with states (AVASS).
- Subjects :
- Linguistics and Language
Theoretical computer science
Computer science
EXPTIME
0102 computer and information sciences
02 engineering and technology
resource
01 natural sciences
Language and Linguistics
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
[INFO.INFO-FL]Computer Science [cs]/Formal Languages and Automata Theory [cs.FL]
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
Temporal logic
[INFO]Computer Science [cs]
Special case
linear-time temporal operator
[INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO]
020207 software engineering
Parity game
TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES
010201 computation theory & mathematics
Turing reduction
Bounded function
Path (graph theory)
complexity
alternating-time temporal logic ATL+
Subjects
Details
- Language :
- English
- ISSN :
- 00043702
- Database :
- OpenAIRE
- Journal :
- Artificial Intelligence, Artificial Intelligence, 2021, 300, pp.103557. ⟨10.1016/j.artint.2021.103557⟩, Artificial Intelligence, Elsevier, 2021, 300, pp.103557. ⟨10.1016/j.artint.2021.103557⟩
- Accession number :
- edsair.doi.dedup.....0f79213dfba908036b155521646e7073
- Full Text :
- https://doi.org/10.1016/j.artint.2021.103557⟩