Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In contemporary autonomous systems, like robotics, the need to apply group knowledge has been growing consistently with the increasing com- plexity of applications, especially those involving teamwork. Hover, classical notions of common knowledge and common belief, as ll as their aker ver- sions, are too complex. Also, when modeling real-world situations, lack of knowl- edge and inconsistency of information naturally appear. Therefore,  propose a shift in perspective from reasoning in multi-modal logics to querying paracon- sistent knowledge bases. This opens the possibility for exploring a new approach to group beliefs. To demonstrate expressiveness of our approach, examples of so- cial procedures leading to complex belief structures are constructed via the use of epistemic profiles. To achieve tractability without compromising the expressive- ness, as an implementation tool  choose 4QL, a four-valued rule-based query language. This permits both to tame inconsistency in individual and group beliefs and to execute the social procedures in polynomial time. Therefore, a marked im- provement in efficiency has been achieved over systems such as (dynamic) epis- temic logics with common knowledge and ATL, for which problems like model checking and satisfiability are PSPACE- or even EXPTIME-hard.
['Barbara Dunin-Keplicz', 'Andrzej Szałas', 'Rineke Verbrugge']
I am writing a research paper on a idea Tractable Reasoning about Group Beliefs
[{"from": "human", "value": "I am writing a research paper on a idea Tractable Reasoning about Group Beliefs"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In contemporary autonomous systems, like robotics, the need to apply group knowledge has been growing consistently with the increasing com- plexity of applications, especially those involving teamwork. Hover, classical notions of common knowledge and common belief, as ll as their aker ver- sions, are too complex. Also, when modeling real-world situations, lack of knowl- edge and inconsistency of information naturally appear. Therefore,  propose a shift in perspective from reasoning in multi-modal logics to querying paracon- sistent knowledge bases. This opens the possibility for exploring a new approach to group beliefs. To demonstrate expressiveness of our approach, examples of so- cial procedures leading to complex belief structures are constructed via the use of epistemic profiles. To achieve tractability without compromising the expressive- ness, as an implementation tool  choose 4QL, a four-valued rule-based query language. This permits both to tame inconsistency in individual and group beliefs and to execute the social procedures in polynomial time. Therefore, a marked im- provement in efficiency has been achieved over systems such as (dynamic) epis- temic logics with common knowledge and ATL, for which problems like model checking and satisfiability are PSPACE- or even EXPTIME-hard."}]