Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling PDF Download
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Author: Amanda Coles
Publisher:
ISBN: 9781577357575
Category : Computers
Languages : en
Pages : 564
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Book Description
The annual ICAPS conference series was formed in 2003 through the merger of the International Conference on Artificial Intelligence Planning and Scheduling and the European Conference on Planning. ICAPS continues the traditional high standards of AIPS and ECP as an archival forum for new research in the field of automated planning and scheduling. The 64 papers included in this volume were selected from a record 187 submissions, including submissions to special tracks in Robotics and Novel Applications. To review the papers, three international program committees were formed -- one for the main conference track, and one for each of the special tracks -- ensuring reviewers had relevant experience and applied relevant criteria to the papers submitted. The result is a broad range of papers representing the latest advances in the eld of automated planning and scheduling. Thee range of topics covered includes: search and constraint reasoning in planning and scheduling; probabilistic planning models and algorithms; integrated frameworks for planning, scheduling and execution; the use of learning methods; multiagent planning and scheduling; planning and scheduling for singleand multi-robot scenarios; and others, including the application of planning techniques to novel real-world problems.
Author: Amanda Coles
Publisher:
ISBN: 9781577357575
Category : Computers
Languages : en
Pages : 564
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Book Description
The annual ICAPS conference series was formed in 2003 through the merger of the International Conference on Artificial Intelligence Planning and Scheduling and the European Conference on Planning. ICAPS continues the traditional high standards of AIPS and ECP as an archival forum for new research in the field of automated planning and scheduling. The 64 papers included in this volume were selected from a record 187 submissions, including submissions to special tracks in Robotics and Novel Applications. To review the papers, three international program committees were formed -- one for the main conference track, and one for each of the special tracks -- ensuring reviewers had relevant experience and applied relevant criteria to the papers submitted. The result is a broad range of papers representing the latest advances in the eld of automated planning and scheduling. Thee range of topics covered includes: search and constraint reasoning in planning and scheduling; probabilistic planning models and algorithms; integrated frameworks for planning, scheduling and execution; the use of learning methods; multiagent planning and scheduling; planning and scheduling for singleand multi-robot scenarios; and others, including the application of planning techniques to novel real-world problems.
Author: Jeremy Frank
Publisher:
ISBN: 9781577357896
Category : Computers
Languages : en
Pages : 620
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Book Description
The papers included in this volume are those selected for presentation at ICAPS 2017 and represent the latest advances in the field of automated planning and scheduling.
Author: Ronen Brafman
Publisher: AAAI Press
ISBN: 9781577357315
Category : Computers
Languages : en
Pages : 394
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Book Description
The annual ICAPS conference series was formed in 2003 through the merger of two preexisting biennial conferences, the International Conference on Artificial Intelligence Planning and Scheduling (AIPS) and the European Conference on Planning (ECP). ICAPS continues the traditional high standards of AIPS and ECP as an archival forum for new research in the field of automated planning and scheduling.
Author: Fahiem Bacchus
Publisher:
ISBN: 9781577355038
Category :
Languages : en
Pages : 360
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Book Description
Author: Steve Chien
Publisher:
ISBN: 9781577356608
Category : Computers
Languages : en
Pages : 564
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Book Description
The papers included in this volume are those selected for plenary presentation at ICAPS 2014. They consist of papers covering original work from the main track (39 long papers and 7 short papers out of 112 submissions), the papers from the special track on novel applications (6 long papers and 1 short paper out of 24 submissions), and papers from the new robotics track (7 long papers and 2 short papers out of 28 submissions). The volume also contains summary papers from the journal presentation track (8 papers out of 19 submissions). All submissions were rigorously reviewed by the Program Committee, and this set of accepted papers reflects the Program Committee's high reviewing standards.
Author: K. Gal
Publisher: IOS Press
ISBN: 164368437X
Category : Computers
Languages : en
Pages : 3328
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Book Description
Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.
Author: Mausam Natarajan
Publisher: Springer Nature
ISBN: 3031015592
Category : Computers
Languages : en
Pages : 204
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Book Description
Markov Decision Processes (MDPs) are widely popular in Artificial Intelligence for modeling sequential decision-making scenarios with probabilistic dynamics. They are the framework of choice when designing an intelligent agent that needs to act for long periods of time in an environment where its actions could have uncertain outcomes. MDPs are actively researched in two related subareas of AI, probabilistic planning and reinforcement learning. Probabilistic planning assumes known models for the agent's goals and domain dynamics, and focuses on determining how the agent should behave to achieve its objectives. On the other hand, reinforcement learning additionally learns these models based on the feedback the agent gets from the environment. This book provides a concise introduction to the use of MDPs for solving probabilistic planning problems, with an emphasis on the algorithmic perspective. It covers the whole spectrum of the field, from the basics to state-of-the-art optimal and approximation algorithms. We first describe the theoretical foundations of MDPs and the fundamental solution techniques for them. We then discuss modern optimal algorithms based on heuristic search and the use of structured representations. A major focus of the book is on the numerous approximation schemes for MDPs that have been developed in the AI literature. These include determinization-based approaches, sampling techniques, heuristic functions, dimensionality reduction, and hierarchical representations. Finally, we briefly introduce several extensions of the standard MDP classes that model and solve even more complex planning problems. Table of Contents: Introduction / MDPs / Fundamental Algorithms / Heuristic Search Algorithms / Symbolic Algorithms / Approximation Algorithms / Advanced Notes
Author: Alberto Finzi
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: Derek Long
Publisher:
ISBN: 9781577352709
Category :
Languages : en
Pages : 470
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Book Description
Author: Stefania Bandini
Publisher: Springer Nature
ISBN: 3031084217
Category : Computers
Languages : en
Pages : 720
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Book Description
This book constitutes revised selected papers from the refereed proceedings of the 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021, which was held virtually in December 2021. The 36 full papers included in this book were carefully reviewed and selected from 58 submissions; the volume also contains 12 extended and revised workshop contributions. The papers were organized in topical sections as follows: Planning and strategies; constraints, argumentation, and logic programming; knowledge representation, reasoning, and learning; natural language processing; AI for content and social media analysis; signal processing: images, videos and speech; machine learning for argumentation, explanation, and exploration; machine learning and applications; and AI applications.
