the proceedings contain 18 papers. the topics discussed include: interoperability for Bayesian agents in the Semantic Web;the A&A programming model and technology for developing agent environments in MAS;a practic...
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ISBN:
(纸本)354079042X
the proceedings contain 18 papers. the topics discussed include: interoperability for Bayesian agents in the Semantic Web;the A&A programming model and technology for developing agent environments in MAS;a practical agentprogramming language;a common semantic basis for BDI languages;adding structure to agentprogramming languages;modules as policy-based intentions;modular agentprogramming in GOAL;tracking causality by visualization of multi-agent interactions using causality graphs;hybrid multiagentsystems with timed synchronization - specification and model checking;developing a team of gold miners using Jason;going for gold with 2APL;JIAC IV in multi-agentprogramming contest 2007;and an agent team based on FLUX for the ProMAS contest 2007.
this book constitutes the thoroughly refereed post-conference proceedings of the 10thinternationalworkshop on programmingmulti-agents systems held in Valencia, Spain, in June 2012. the 10 revised full papers presen...
ISBN:
(纸本)9783642387012
this book constitutes the thoroughly refereed post-conference proceedings of the 10thinternationalworkshop on programmingmulti-agents systems held in Valencia, Spain, in June 2012. the 10 revised full papers presented were carefully selected from 14 submissions covering a wide range of topics in multi-agent system programming languages, including language design and efficient implementation, agent communication, and robot programming. I addition to these regular papers, the volume includes six papers from the multi-agentprogramming Contest 2012 (MAPC).
Active Inference is a framework that emphasizes the interaction between agents and their environment. While the framework has seen significant advancements in the development of agents, the environmental models are of...
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ISBN:
(纸本)9783031771378;9783031771385
Active Inference is a framework that emphasizes the interaction between agents and their environment. While the framework has seen significant advancements in the development of agents, the environmental models are often borrowed from reinforcement learning problems, which may not fully capture the complexity of multi-agent interactions or allow complex, conditional communication. this paper introduces Reactive Environments, a comprehensive paradigm that facilitates complex multi-agent communication. In this paradigm, bothagents and environments are defined as entities encapsulated by boundaries with interfaces. this setup facilitates a robust framework for communication in nonequilibrium-Steady-State systems, allowing for complex interactions and information exchange. We present a Julia package ***, which is a specific implementation of Reactive Environments, where we utilize a Reactive programming style for efficient implementation. the flexibility of this paradigm is demonstrated through its application to several complex, multi-agent environments. these case studies highlight the potential of Reactive Environments in modeling sophisticated systems of interacting agents.
We propose an active inference agent to identify and control a mechanical system withmultiple bodies connected by joints. this agent is constructed from multiple scalar autoregressive model-based agents, coupled toge...
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ISBN:
(纸本)9783031771378;9783031771385
We propose an active inference agent to identify and control a mechanical system withmultiple bodies connected by joints. this agent is constructed from multiple scalar autoregressive model-based agents, coupled together by virtue of sharing memories. Each subagent infers parameters through Bayesian filtering and controls by minimizing expected free energy over a finite time horizon. We demonstrate that a coupled agent of this kind is able to learn the dynamics of a double mass-spring-damper system, and drive it to a desired position through a balance of explorative and exploitative actions. It outperforms the uncoupled subagents in terms of surprise and goal alignment.
the proceedings contain 10 papers. the special focus in this conference is on Coordination, Organizations, Institutions, Norms, and Ethics for Governance of multi-agentsystems. the topics include: Value-Aware multiag...
ISBN:
(纸本)9783031820380
the proceedings contain 10 papers. the special focus in this conference is on Coordination, Organizations, Institutions, Norms, and Ethics for Governance of multi-agentsystems. the topics include: Value-Aware multiagentsystems;emergent Dominance Hierarchies in Reinforcement Learning agents;social Deliberation vs. Social Contracts in Self-governing Voluntary Organisations;an agent-Centric Perspective on Norm Enforcement and Sanctions;knowledge Level Support for programmingagents to Interact in Regulated Online Forums;Extracting Norms from Contracts Via ChatGPT: Opportunities and Challenges;Harnessing the Power of LLMs for Normative Reasoning in MASs;norm Violation Detection in multi-agentsystems Using Large Language Models: A Pilot Study.
Supply chains exhibit complex dynamics and intricate dependencies among their components, whose understanding is crucial for addressing the challenges highlighted by recent global disruptions. this paper presents a no...
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ISBN:
(纸本)9783031742088;9783031742095
Supply chains exhibit complex dynamics and intricate dependencies among their components, whose understanding is crucial for addressing the challenges highlighted by recent global disruptions. this paper presents a novel multi-agent system designed to simulate supply chains, linking reasoning about dynamic domains and multi-agentsystems to reasoning about the high-level primitives of the NIST CPS Framework. Our approach synthesizes existing research on supply chain formalization and integrates these insights withmulti-agent techniques, employing a declarative approach to model interactions and dependencies. the simulation framework models a set of autonomous agents within a partially observable environment, and whose interactions are dictated by contracts. the system dynamically reconciles agents' actions, assessing their feasibility and consequences. Based on the state of the domain, the simulation framework also draws conclusions about the high-level notions of requirements and concerns of the NIST CPS Framework, which provide a uniform and domain-agnostic vocabulary for the understanding of such complex systems as supply chains.
When collaborating withmultiple parties, communicating relevant information is of utmost importance to efficiently completing the tasks at hand. Under active inference, communication can be cast as sharing beliefs be...
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ISBN:
(纸本)9783031771378;9783031771385
When collaborating withmultiple parties, communicating relevant information is of utmost importance to efficiently completing the tasks at hand. Under active inference, communication can be cast as sharing beliefs between free-energy minimizing agents, where one agent's beliefs get transformed into an observation modality for the other. However, the best approach for transforming beliefs into observations remains an open question. In this paper, we demonstrate that naively sharing posterior beliefs can give rise to the negative social dynamics of echo chambers and self-doubt. We propose an alternate belief sharing strategy which mitigates these issues.
the Web is populated by autonomous agents that act on behalf of users to perform tasks on the Web. these agents are required to interact with online systems to achieve their goals. However, they are usually designed t...
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In increasingly autonomous and highly distributed multi-agentsystems, centralized coordination becomes impractical and raises the need for governance and enforcement mechanisms from an agent-centric perspective....
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the proceedings contain 16 papers. the topics discussed include: eJason: an implementation of Jason in Erlang;conceptual integration of agents with WSDL and RESTful web services;agentprogramming languages requirement...
ISBN:
(纸本)9783642386992
the proceedings contain 16 papers. the topics discussed include: eJason: an implementation of Jason in Erlang;conceptual integration of agents with WSDL and RESTful web services;agentprogramming languages requirements for programming autonomous robots;an agent-based cognitive robot architecture;a programming framework for multi-agent coordination of robotic ecologies;evaluation of a conversation management toolkit for multiagentprogramming;compact and efficient agent messaging;query caching in agentprogramming languages;typing multi-agent programs in simpAL;learning to improve agent behaviors in GOAL;the multi-agentprogramming contest 2012;SMADAS: a cooperative team for the multi-agentprogramming contest using Jason;reimplementing a multi-agent system in python;multi-agentprogramming contest 2012 - TUB team description;and LTI-USP team: a JaCaMo based MAS for the MAPC 2012.
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