A probabilistic logic for resource-bounded multi-agent systems

Nguyen, Hoang Nga; Rakib, Abdur

Abstract

Resource-bounded alternating-time temporal logic (RB-ATL), an extension of Coalition Logic (CL) and Alternating-time Temporal Logic (ATL), allows reasoning about resource requirements of coalitions in concurrent systems. However, many real-world systems are inherently probabilistic as well as resource-bounded, and there is no straightforward way of reasoning about their unpredictable behaviours. In this paper, we propose a logic for reasoning about coalitional power under resource constraints in the probabilistic setting. We extend \rbatl~with probabilistic reasoning and provide a standard algorithm for the model-checking problem of the resulting logic Probabilistic Resource-Bounded ATL (pRB-ATL).

Citation

Nguyen, H. N., & Rakib, A. (2019, August). A probabilistic logic for resource-bounded multi-agent systems. Paper presented at 28th International Joint Conference on Artificial Intelligence, Macao, China

• Presentation Conference Type: Conference Paper (unpublished)
• Conference Name: 28th International Joint Conference on Artificial Intelligence
• Conference Location: Macao, China
• Start Date: Aug 10, 2019
• End Date: Aug 16, 2019
• Acceptance Date: May 10, 2019
• Deposit Date: May 31, 2019
• Peer Reviewed: Peer Reviewed
• Keywords: agent theories and models, formal verification, validation and synthesis
• Public URL: https://uwe-repository.worktribe.com/output/847134
• Additional Information: Title of Conference or Conference Proceedings : 28th International Joint Conference on Artificial Intelligence