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Leendert van der Torre

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43 papers
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43

AAAI Conference 2026 Conference Paper

A Logical Analysis of an Information Filtering Architecture Based on Epistemic Trust Inference

  • Xu Li
  • Leendert van der Torre
  • Liuwen Yu

In agent theory, epistemic trust is used to infer beliefs, for example by filtering out the information the agent receives from untrustworthy agents. Moreover, trust itself can be inferred from other information. We introduce a simple information filtering architecture that clearly distinguishes the relation between the two kinds of inference. We provide a logical analysis of the architecture, based on a new family of input/output logics. We then explore information filtering and belief manipulation within this formal framework. Our key finding is that with this architecture, some of the widely debated logical rules for trust inference are redundant with respect to information-filtering mechanisms and some others are redundant with respect to belief manipulation.

AAMAS Conference 2026 Conference Paper

Balancing for Agent Decision Making through Argumentation

  • Liuwen Yu
  • Chenyang Cai
  • Réka Markovich
  • Leendert van der Torre

This paper builds bridges between reason-based normative reasoning and formal argumentation, by formalizing Tucker’s ethical theory and evaluating the strength of arguments via weighted reasons and tournament semantics. We characterize conditions under which various formulations of permissibility and detachment coincide, and we analyze independence properties that make these equivalences hold. We show that Tucker’s input–output “balancing” mechanism, developed for ethics, provides a domain-neutral model of practical reasoning that explains when multiple options are permissible and how to choose among them. As an outlook, we sketchhowthemechanismappliestodiscretionaryjudicialdecision making (e. g. , child custody), without claiming that Tucker’s ethical theory itself applies to law; instead, the argumentation-based abstraction transfers across normative domains.

JAAMAS Journal 2026 Journal Article

Utilitarian Desires

  • Jérôme Lang
  • Leendert van der Torre
  • Emil Weydert

Abstract Autonomous agents reason frequently about preferences such as desires and goals. In this paper we propose a logic of desires with a utilitarian semantics, in which we study nonmonotonic reasoning about desires and preferences based on the idea that desires can be understood in terms of utility losses (penalties for violations) and utility gains (rewards for fulfillments). Our logic allows for a systematic study and classification of desires, for example by distinguishing subtly different ways to add up these utility losses and gains. We propose an explicit construction of the agent's preference relation from a set of desires together with different kinds of knowledge. A set of desires extended with knowledge induces a set of ‘distinguished’ utility functions by adding up the utility losses and gains of the individual desires, and these distinguished utility functions induce the preference relation.

FLAP Journal 2025 Journal Article

Reasoning Alignment for Agentic AI: Argumentation, Belief Revision, and Dialogue

  • Tjitze Rienstra
  • Leendert van der Torre
  • Liuwen Yu

Agentic AI—deployed as technical systems that perceive, decide, and act via tools—faces requirements of safety, accountability, controlled adaptivity, and compositionality. We develop Reasoning Alignment Diagrams (RADs), com- mutative reasoning representations that align a source specification with an argumentation-based explanation route. As illustrative examples, we first show that full-meet belief base revision admits an exact representation within base argumentation via a restricted-attack construction: the revised base equals the intersection of the premises appearing in all stable extensions of the modified framework. This yields a RAD from input to sanctioned output that doubles as an explanation engine. We then compose the “listen” (revision) and “assert” (inference) RADs to model dialogue among agents, enabling explainable and auditable autonomy. Although our results are entirely symbolic, the RAD tem- plate can serve as a specification layer even when other components are opaque or learned. The approach realizes core themes of Gabbay’s programme—logic as a toolbox, combining logics, and argumentation as a host formalism—and supports a principle-based analysis of correctness, transparency, and modular- ity.

FLAP Journal 2025 Journal Article

Thirteen Challenges in Formal and Computational Argumentation

  • Liuwen Yu
  • Leendert van der Torre
  • Réka Markovich

In this paper, we present thirteen challenges in formal and computational argumentation. They are organized around Dung’s attack-defense paradigm shift. First, we describe four challenges pertaining to the diversity of argumen- tation. Then we discuss five challenges regarding the attack-defense paradigm shift. Finally, we discuss four challenges for computational AI argumentation arising after the paradigm shift. We illustrate these challenges using examples from machine ethics, AI & Law, decision-making, linguistics, philosophy, and other disciplines to illustrate the breadth of argumentation research. We end each challenge by presenting several open questions for further research.

AIJ Journal 2024 Journal Article

Bisimulation between base argumentation and premise-conclusion argumentation

  • Jinsheng Chen
  • Beishui Liao
  • Leendert van der Torre

The structured argumentation system that represents arguments by premise-conclusion pairs is called premise-conclusion argumentation (PA) and the one that represents arguments by their premises is called base argumentation (BA). To assess whether BA and PA have the same ability in argument evaluation by extensional semantics, this paper defines the notion of extensional equivalence between BA and PA. It also defines the notion of bisimulation between BA and PA and shows that bisimulation implies extensional equivalence. To illustrate how base argumentation, bisimulation and extensional equivalence can contribute to the study of PA, we prove some new results about PA by investigating the extensional properties of a base argumentation framework and exporting them to two premise-conclusion argumentation frameworks via bisimulation and extensional equivalence. We show that there are essentially three kinds of extensions in these frameworks and that the extensions in the two premise-conclusion argumentation frameworks are identical.

JAIR Journal 2023 Journal Article

The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation

  • Beishui Liao
  • Pere Pardo
  • Marija Slavkovik
  • Leendert van der Torre

An autonomous system is constructed by a manufacturer, operates in a society subject to norms and laws, and interacts with end users. All of these actors are stakeholders affected by the behavior of the autonomous system. We address the challenge of how the ethical views of such stakeholders can be integrated in the behavior of an autonomous system. We propose an ethical recommendation component called Jiminy which uses techniques from normative systems and formal argumentation to reach moral agreements among stakeholders. A Jiminy represents the ethical views of each stakeholder by using normative systems, and has three ways of resolving moral dilemmas that involve the opinions of the stakeholders. First, the Jiminy considers how the arguments of the stakeholders relate to one another, which may already resolve the dilemma. Secondly, the Jiminy combines the normative systems of the stakeholders such that the combined expertise of the stakeholders may resolve the dilemma. Thirdly, and only if these two other methods have failed, the Jiminy uses context-sensitive rules to decide which of the stakeholders take preference over the others. At the abstract level, these three methods are characterized by adding arguments, adding attacks between arguments, and revising attacks between arguments. We show how a Jiminy can be used not only for ethical reasoning and collaborative decision-making, but also to provide explanations about ethical behavior.

FLAP Journal 2022 Journal Article

Defeasible Deontic Logic: Arguing about Permission and Obligation.

  • Huimin Dong
  • Beishui Liao
  • Réka Markovich
  • Leendert van der Torre

Defeasible deontic logic uses techniques from non-monotonic logic to address various challenges in normative reasoning, such as prima facie permissions and obligations, moral dilemmas, deontic detachment, contrary-to-duty reasoning and legal interpretation. In this article, we use formal argumentation to design defeasible deontic logics, based on two classical deontic logics. In particular, we use the ASPIC+ structured argumentation theory to define non-monotonic variants of well-understood monotonic modal logics. We illustrate the ASPIC+ based approach and the resulting defeasible deontic logics using argumentation about strong permission.

KR Conference 2021 Conference Paper

A Principle-based Analysis of Abstract Agent Argumentation Semantics

  • Liuwen Yu
  • Dongheng Chen
  • Lisha Qiao
  • Yiqi Shen
  • Leendert van der Torre

Abstract agent argumentation frameworks extend Dung’s theory with agents, and in this paper we study four types of semantics for them. First, agent defense semantics replaces Dung’s notion of defense by some kind of agent defense. Second, social agent semantics prefers arguments that belong to more agents. Third, agent reduction semantics considers the perspective of individual agents. Fourth, agent filtering semantics are inspired by a lack of knowledge. We study five existing principles and we introduce twelve new ones. In total, we provide a full analysis of fifty-two agent semantics and the seventeen principles.

AIJ Journal 2020 Journal Article

Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support

  • Christoph Benzmüller
  • Xavier Parent
  • Leendert van der Torre

A framework and methodology—termed LogiKEy—for the design and engineering of ethical reasoners, normative theories and deontic logics is presented. The overall motivation is the development of suitable means for the control and governance of intelligent autonomous systems. LogiKEy's unifying formal framework is based on semantical embeddings of deontic logics, logic combinations and ethico-legal domain theories in expressive classic higher-order logic (HOL). This meta-logical approach enables the provision of powerful tool support in LogiKEy: off-the-shelf theorem provers and model finders for HOL are assisting the LogiKEy designer of ethical intelligent agents to flexibly experiment with underlying logics and their combinations, with ethico-legal domain theories, and with concrete examples—all at the same time. Continuous improvements of these off-the-shelf provers, without further ado, leverage the reasoning performance in LogiKEy. Case studies, in which the LogiKEy framework and methodology has been applied and tested, give evidence that HOL's undecidability often does not hinder efficient experimentation.

AIJ Journal 2020 Journal Article

Intention as commitment toward time

  • Marc van Zee
  • Dragan Doder
  • Leendert van der Torre
  • Mehdi Dastani
  • Thomas Icard
  • Eric Pacuit

In this paper we address the interplay among intention, time, and belief in dynamic environments. The first contribution is a logic for reasoning about intention, time and belief, in which assumptions of intentions are represented by preconditions of intended actions. Intentions and beliefs are coherent as long as these assumptions are not violated, i. e. as long as intended actions can be performed such that their preconditions hold as well. The second contribution is the formalization of what-if scenarios: what happens with intentions and beliefs if a new (possibly conflicting) intention is adopted, or a new fact is learned? An agent is committed to its intended actions as long as its belief-intention database is coherent. We conceptualize intention as commitment toward time and we develop AGM-based postulates for the iterated revision of belief-intention databases, and we prove a Katsuno-Mendelzon-style representation theorem.

AILAW Journal 2020 Journal Article

Populating legal ontologies using semantic role labeling

  • Llio Humphreys
  • Guido Boella
  • Leendert van der Torre
  • Livio Robaldo
  • Luigi Di Caro
  • Sepideh Ghanavati
  • Robert Muthuri

Abstract This article seeks to address the problem of the ‘resource consumption bottleneck’ of creating legal semantic technologies manually. It describes a semantic role labeling based information extraction system to extract definitions and norms from legislation and represent them as structured norms in legal ontologies. The output is intended to help make laws more accessible, understandable, and searchable in a legal document management system.

KR Conference 2018 Conference Paper

Probabilistic Abstract Argumentation based on SCC Decomposability

  • Tjitze Rienstra
  • Matthias Thimm
  • Beishui Liao
  • Leendert van der Torre

In this paper we introduce a new set of general principles for probabilistic abstract argumentation. The main principle is a probabilistic analogue of SCC decomposability, which ensures that the probabilistic evaluation of an argumentation framework complies with the probabilistic (in)dependencies implied by the graph topology. We introduce various examples of probabilistic semantics and determine which principles they satisfy. Our work also provides new insights into the relationship between abstract argumentation and the theory of Bayesian networks.

AILAW Journal 2016 Journal Article

Eunomos, a legal document and knowledge management system for the Web to provide relevant, reliable and up-to-date information on the law

  • Guido Boella
  • Luigi Di Caro
  • Llio Humphreys
  • Livio Robaldo
  • Piercarlo Rossi
  • Leendert van der Torre

Abstract This paper describes the Eunomos software, an advanced legal document and knowledge management system, based on legislative XML and ontologies. We describe the challenges of legal research in an increasingly complex, multi-level and multi-lingual world and how the Eunomos software helps users cut through the information overload to get the legal information they need in an organized and structured way and keep track of the state of the relevant law on any given topic. Using NLP tools to semi-automate the lower-skill tasks makes this ambitious project a realistic commercial prospect as it helps keep costs down while at the same time allowing greater coverage. We describe the core system from workflow and technical perspectives, and discuss applications of the system for various user groups.

IJCAI Conference 2015 Conference Paper

AGM Revision of Beliefs about Action and Time

  • Marc van Zee
  • Dragan Doder
  • Mehdi Dastani
  • Leendert van der Torre

The AGM theory of belief revision is based on propositional belief sets. In this paper we develop a logic for revision of temporal belief bases, containing expressions about temporal propositions (tomorrow it will rain), possibility (it may rain tomorrow), actions (the robot enters the room) and preand post-conditions of these actions. We prove the Katsuno-Mendelzon and the Darwiche-Pearl representation theorems by restricting the logic to formulas representing beliefs up to certain time. We illustrate our belief change model through several examples.

JAAMAS Journal 2015 Journal Article

Commitments and interaction norms in organisations

  • Mehdi Dastani
  • Leendert van der Torre
  • Neil Yorke-Smith

Abstract In an organisational setting such as an online marketplace, an entity called the ‘organisation’ or ‘institution’ defines interaction protocols, monitors agent interaction, and intervenes to enforce the interaction protocols. The organisation might be a software system that thus regulates the marketplace, for example. In this article we abstract over application-specific protocols and consider commitment lifecycles as generic interaction protocols. We model interaction protocols by explicitly-represented norms, such that we can operationalise the enforcement of protocols by means of norm enforcement, and we can analyse the protocols by a logical analysis of the norms. We adopt insights and methods from commitment-based approaches to agent interaction as well as from norm-based approaches to agent behaviour governance. First, we show how to use explicitly-represented norms to model commitment dynamics (lifecycles). Second, we introduce an operational semantics to operationalise norm enforcement. Third, we show how to logically analyse interaction protocols by means of commitment dynamics and norm enforcement. The model, semantics, and analysis are illustrated by a running example from a vehicle insurance domain.

AIJ Journal 2014 Journal Article

On the Input/Output behavior of argumentation frameworks

  • Pietro Baroni
  • Guido Boella
  • Federico Cerutti
  • Massimiliano Giacomin
  • Leendert van der Torre
  • Serena Villata

This paper tackles the fundamental questions arising when looking at argumentation frameworks as interacting components, characterized by an Input/Output behavior, rather than as isolated monolithical entities. This modeling stance arises naturally in some application contexts, like multi-agent systems, but, more importantly, has a crucial impact on several general application-independent issues, like argumentation dynamics, argument summarization and explanation, incremental computation, and inter-formalism translation. Pursuing this research direction, the paper introduces a general modeling approach and provides a comprehensive set of theoretical results putting the intuitive notion of Input/Output behavior of argumentation frameworks on a solid formal ground. This is achieved by combining three main ingredients. First, several novel notions are introduced at the representation level, notably those of argumentation framework with input, of argumentation multipole, and of replacement of multipoles within a traditional argumentation framework. Second, several relevant features of argumentation semantics are identified and formally characterized. In particular, the canonical local function provides an input-aware semantics characterization and a suite of decomposability properties are introduced, concerning the correspondences between semantics outcomes at global and local level. The third ingredient glues the former ones, as it consists of the investigation of some semantics-dependent properties of the newly introduced entities, namely S -equivalence of multipoles, S -legitimacy and S -safeness of replacements, and transparency of a semantics with respect to replacements. Altogether they provide the basis and draw the limits of sound interchangeability of multipoles within traditional frameworks. The paper develops an extensive analysis of all the concepts listed above, covering seven well-known literature semantics and taking into account various, more or less constrained, ways of partitioning an argumentation framework. Diverse examples, taken from the literature, are used to illustrate the application of the results obtained and, finally, an extensive discussion of the related literature is provided.

AAMAS Conference 2012 Conference Paper

A Programming Approach to Monitoring Communication in an Organisational Environment

  • Mehdi Dastani
  • Leendert van der Torre
  • Neil Yorke-Smith

Agreement technologies [1] achieve coordination among autonomous computational entities, by combining technologies for norms, semantics, organisations, argumentation, negotiation, and trust. We consider how an organisational programming language, such as 2OPL [2], can be extended to monitor communication. Such an extended programming language can be used to facilitate the development of electronic institutions, organisations, or marketplaces that aim at monitoring agent interaction (including both communication and non-communication actions), checking compliance with norms, and enforcing norms by means of sanctions. This abstract reports on specifying an operational semantics for agent interactions within such a setting, distinguishing constitutive norms for monitoring and sanction rules for enforcement of norms.

AAMAS Conference 2012 Conference Paper

Learning and Reasoning about Norms using Neural-Symbolic Systems

  • Guido Boella
  • Silvano Colombo Tosatto
  • Artur d'Avila Garcez
  • Valerio Genovese
  • Perotti Alan
  • Leendert van der Torre

In this paper we provide a neural-symbolic framework to model, reason about and learn norms in multi-agent systems. To this purpose, we define a fragment of Input/Output (I/O) logic that can be embedded into a neural network. We extend d'Avila Garcez et al. Connectionist Inductive Learning and Logic Programming System (CILP) to translate an I/O logic program into a Neural Network (NN) that can be trained further with examples: we call this new system Normative-CILP (N-CILP). We then present a new algorithm to handle priorities between rules in order to cope with normative issues like Contrary to Duty (CTD), Priorities, Exceptions and Permissions. We illustrate the applicability of the framework on a case study based on RoboCup rules: within this working example, we compare the learning capacity of a network built with N-CILP with a non symbolic neural network, we explore how the initial knowledge impacts on the overall performance, and we test the NN capacity of learning norms, generalizing new Contrary to Duty rules from examples.

AAMAS Conference 2012 Conference Paper

Selecting judgment aggregation rules for NAO robots: an experimental approach

  • Vijayalakshmi Ganesan
  • Marija Slavkovik
  • Sergio Sousa
  • Leendert van der Torre

Social choice rules can be used to reach group decisions in multiagent systems. We consider judgment aggregation, the problem of aggregating answers to binary logically related questions. In general ”fairness” is usually considered to be the main concern when selecting a social choice rule, however we believe that in judgment aggregation often a more relevant property is how efficient the rule is in truth tracking, that is, how often does it return the correct answer to the binary questions. Whereas “fairness” can be studied axiomatically, truth tracking efficiency needs to be studied experimentally. We accomplish the experimental analysis by constructing a multi-robot system.

AILAW Journal 2011 Journal Article

A dynamic logic for privacy compliance

  • Guillaume Aucher
  • Guido Boella
  • Leendert van der Torre

Abstract Knowledge based privacy policies are more declarative than traditional action based ones, because they specify only what is permitted or forbidden to know, and leave the derivation of the permitted actions to a security monitor. This inference problem is already non trivial with a static privacy policy, and becomes challenging when privacy policies can change over time. We therefore introduce a dynamic modal logic that permits not only to reason about permitted and forbidden knowledge to derive the permitted actions, but also to represent explicitly the declarative privacy policies together with their dynamics. The logic can be used to check both regulatory and behavioral compliance, respectively by checking that the permissions and obligations set up by the security monitor of an organization are not in conflict with the privacy policies, and by checking that these obligations are indeed enforced.

IJCAI Conference 2011 Conference Paper

Attack Semantics for Abstract Argumentation

  • Serena Villata
  • Guido Boella
  • Leendert van der Torre

In this paper we conceptualize abstract argumentation in terms of successful and unsuccessful attacks, such that arguments are accepted when there are no successful attacks on them. We characterize the relation between attack semantics and Dung's approach, and we define an SCC recursive algorithm for attack semantics using attack labelings.

AAMAS Conference 2011 Conference Paper

Conviviality Measures

  • Patrice Caire
  • Baptiste Alcalde
  • Leendert van der Torre
  • Chattrakul Sombattheera

Conviviality has been introduced as a social science concept for multiagent systems to highlight soft qualitative requirements like user friendliness of systems. In this paper we introduce formal conviviality measures for dependence networks using a coalitional game theoretic framework, which we contrast with more traditional efficiency and stability measures. Roughly, more opportunities to work with other people increases the conviviality, whereas larger coalitions may decrease the efficiency or stability of these involved coalitions. We first introduce assumptions and requirements, then we introduce a classification, and finally we introduce the conviviality measures. We use a running example from robotics to illustrate the measures.

AAMAS Conference 2011 Conference Paper

Neural Symbolic Architecture for Normative Agents

  • Guido Boella
  • Silvano Colombo Tosatto
  • Artur d'Avila Garcez
  • Valerio Genovese
  • Dino Ienco
  • Leendert van der Torre

In this paper we propose a neural-symbolic architecture to represent and reason with norms in multi-agent systems. On the one hand, the architecture contains a symbolic knowledge base to represent norms and on the other hand it contains a neural network to reason with norms. The interaction between the symbolic knowledge and the neural network is used to learn norms. We describe how to handle normative reasoning issues like contrary to duties, dilemmas and exceptions by using a priority-based ordering between the norms in a neural-symbolic architecture.

AAMAS Conference 2009 Conference Paper

Normative Framework for Normative System Change

  • Guido Boella
  • Gabriella Pigozzi
  • Leendert van der Torre

Normative systems in a multiagent system must be able to evolve over time, for example due to actions creating or removing norms in the system. The only formal framework to evaluate and classify normative system change methods is the so-called AGM framework of theory change, which has originally been developed as a framework to describe and classify both belief and normative system change. However, it has been used for belief change only, since the beliefs or norms are represented as propositional formulas. We therefore propose, as a normative framework for normative system change, to replace propositional formulas in the AGM framework of theory change by pairs of propositional formulas, representing the rule based character of norms, and to add several principles from the input/output logic framework. In this new framework, we show that some of the AGM properties cannot be expressed, and other properties are consistent only for some logics, but not for others.

JAAMAS Journal 2008 Journal Article

Introduction to the special issue on normative multiagent systems

  • Guido Boella
  • Leendert van der Torre
  • Harko Verhagen

Abstract This special issue contains four selected and revised papers from the second international workshop on normative multiagent systems, for short NorMAS07 (Boella et al. (eds) Normative multiagent systems. Dagstuhl seminar proceedings 07122, 2007), held at Schloss Dagstuhl, Germany, in March 2007. At the workshop a shift was identified in the research community from a legal to an interactionist view on normative multiagent systems. In this editorial we discuss the shift, examples, and 10 new challenges in this more dynamic setting, which we use to introduce the papers of this special issue.

AILAW Journal 2007 Journal Article

Institutions with a hierarchy of authorities in distributed dynamic environments

  • Guido Boella
  • Leendert van der Torre

Abstract A single global authority is not sufficient to regulate heterogenous agents in multiagent systems based on distributed architectures, due to idiosyncratic local situations and to the need to regulate new issues as soon as they arise. On the one hand institutions should be structured as normative systems with a hierarchy of authorities able to cope with the dynamics of local situations, but on the other hand higher authorities should be able to delimit the autonomy of lower authorities to issue valid norms. In this paper, we study the interplay of obligations and strong permissions in the context of hierarchies of authorities using input/output logic, because its explicit norm base facilitates reasoning about norm base maintenance, and it covers a variety of conditional obligations and permissions. We combine the logic with constraints, priorities and hierarchies of authorities. In this setting, we observe that Makinson and van der Torre’s notion of prohibition immunity for permissions is no longer sufficient, and we introduce a new notion of permission as exception and a new distinction between static and dynamic norms. We show how strong permissions can dynamically change an institution by adding exceptions to obligations, provide an explicit representation of what is permitted to the subjects of the normative system and allow higher level authorities to limit the power of lower level authorities to change the normative system.

AILAW Journal 2007 Journal Article

The ontological properties of social roles in multi-agent systems: definitional dependence, powers and roles playing roles

  • Guido Boella
  • Leendert van der Torre

Abstract In this paper we address the problem of defining social roles in multi-agent systems. Social roles provide the basic structure of social institutions and organizations. We start from the properties attributed to roles both in the multi-agent systems and the Object Oriented community, and we use them in an ontological analysis of the notion of social role. We identify three main properties of social roles. First, they are definitionally dependent on the institution they belong to, i. e. the definition of a role is given inside the definition of the institution. Second, they attribute powers to the agents playing them, like creating commitments for the institutions and the other roles. Third, they allow roles to play roles, in the same way as agents do. Using Input/Output logics, we propose a formalization of roles in multi-agent systems satisfying the three properties we identified.

KR Conference 2004 Conference Paper

Regulative and Constitutive Norms in Normative Multiagent Systems

  • Guido Boella
  • Leendert van der Torre

In this paper we introduce a formal framework for the construction of normative multiagent systems, based on Searle’s notion of the construction of social reality. Within the structure of normative multiagent systems we distinguish between regulative norms that describe obligations, permissions and prohibitions, and constitutive norms that regulate the creation of institutional facts as well as the modification of the normative system itself. Using the metaphor of normative systems as agents, we attribute mental attitudes to the normative system. In particular, we formalize regulative norms as goals of the normative system, and constitutive norms as beliefs of the normative system. Agents reason about norm creation using recursive modelling.

IJCAI Conference 2003 Conference Paper

Hidden Uncertainty in the Logical Representation of Desires

  • Jerome Lang
  • Leendert van der Torre
  • Emil Weydert

In this paper we introduce and study a logic of desires. The semantics of our logic is defined by means of two ordering relations representing preference and normality as in Boutilier's logic QDT. However, the desires are interpreted in a different way: "in context A, I desire B" is interpreted as "the best among the most normal worlds are preferred to the most normal worlds". We study the formal properties of these desires, illustrate their expressive power on several classes of examples and position them with respect to previous work in qualitative decision theory.

IJCAI Conference 1999 Conference Paper

Rights, Duties and Commitments between Agents

  • Leendert van der Torre
  • Yao-Hua Tan

In this paper we introduce a multi agent deontic update semantics, that builds on a logic of prescriptive obligations (norms) and a logic of descriptive obligations (normative propositions). In this preference-based logic we formalize rights as a new type of strong prescriptive permissions and duties and commitments as prescriptive obligations between agents.

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