An Agent Architecture for Planning in a Dynamic Environment
نویسندگان
چکیده
This paper briefly describes a scalable architecture for implementing autonomous agents that act in a virtual world created for a computer game and must interact with it by suitably planning and executing actions in a dynamic and notcompletely accessible environment. In particular, we are experimenting a two-pass vertically layered architecture that allows supporting an agent behavior through a clean hierarchical organization.
منابع مشابه
Streamlining the planning approval process for a sustainable urban development: A case study for unwinding man-made complexities
The urban development process displays regressive tacit-dominant knowledge areas and their tacit level would impede their movements during multi-level knowledge transfers among stakeholders. The accuracy of a knowledge may be distorted when recipient stakeholders fail to understand a specific knowledge for its purpose. Earlier studies by the authors had highlighted complex yet dynamic environme...
متن کاملDynamic configuration and collaborative scheduling in supply chains based on scalable multi-agent architecture
Due to diversified and frequently changing demands from customers, technological advances and global competition, manufacturers rely on collaboration with their business partners to share costs, risks and expertise. How to take advantage of advancement of technologies to effectively support operations and create competitive advantage is critical for manufacturers to survive. To respond to these...
متن کاملImplementing Adaptive Capabilities on Agents that Act in a Dynamic Environment
Acting in a dynamic environment is a complex task that requires several issues to be investigated. In this paper, a lifecycle for implementing adaptive capabilities on intelligent agents is proposed, which integrates planning and learning within a hierarchical framework. The integration between planning and learning is achieved by an agent architecture explicitly designed for supporting abstrac...
متن کاملAn Adaptive Approach for Planning in Dynamic Environments
Planning in a dynamic environment is a complex task that requires several issues to be investigated in order to manage the associated search complexity. In this paper, an adaptive behavior that integrates planning with learning is presented. The former is performed adopting a hierarchical approach, interleaved with execution. The latter, devised to identify new abstract operators, adopts a chun...
متن کاملKnowledge-Based Control of Decision Theoretic Planning - Adaptive Planning Model Selection
This paper proposes a new planning architecture for agents operating in uncertain and dynamic environments. Decisiontheoretic planning has been recognized as a useful tool for reasoning under uncertainty; it calculates an optimal plan using a given planning model (state set, action set, probability distributions over possible state transitions, and utility function). In a dynamic environment, h...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001