scholarly journals What you always wanted to know about the deterministic part of the International Planning Competition (IPC) 2014 (but were too afraid to ask)

Author(s):  
Mauro Vallati ◽  
Lukáš Chrpa ◽  
Thomas L. Mccluskey

AbstractThe International Planning Competition (IPC) is a prominent event of the artificial intelligence planning community that has been organized since 1998; it aims at fostering the development and comparison of planning approaches, assessing the state-of-the-art in planning and identifying new challenging benchmarks. IPC has a strong impact also outside the planning community, by providing a large number of ready-to-use planning engines and testing pioneering applications of planning techniques.This paper focusses on the deterministic part of IPC 2014, and describes format, participants, benchmarks as well as a thorough analysis of the results. Generally, results of the competition indicates some significant progress, but they also highlight issues and challenges that the planning community will have to face in the future.

2017 ◽  
Vol 16 (4) ◽  
pp. 26
Author(s):  
Norbert Bátfai ◽  
Márió Bersenszki ◽  
Miklós Lukács ◽  
Renátó Besenczi ◽  
Gergő Bogacsovics ◽  
...  

Jelen közlemény célkitűzése egyrészt az e-sport adott vertikális területei státuszának rövid áttekintése az interdiszciplináris, tudományos kutatás szempontjából, másrészt az e-sport és a mesterséges intelligencia kutatások kapcsolatának vizsgálata, különös tekintettel a lehetséges kutatási kitörési pontok feltárására. Az eredmények a fejlesztendő Entrópia Samu című új e-sport projekt zászlaja alatt kerülnek bemutatásra. A közlemény külön kitér az egyetemi közegben alapítandó e-sport csapatokkal kapcsolatban felmerülő kérdésekre. A munka végső tézise, hogy a jövő programozása nem egyéni fejlesztőkön, hanem tömegek e-sportolásán alapszik majd. --- The Common Future of E-sport and Robopsychology The objective of this paper is twofold. Firstly, a short survey is provided on the state of the art of some specialized areas of e-sport from an interdisciplinary research perspective. Secondly, the link between e-sport and artificial intelligence is investigated in order to identify possible breakout points. The results are presented within the framework of the new e-sport project to be created under the name Samu Entropy. The overall thesis of this paper is that the programming of the future will be based on the mass sport of gamer fans rather than individual developers.


Author(s):  
Abhranil Gupta

This chapter gives a brief overview of the state of the art of machine learning approaches in detection of the neurodegenerative disease from medical records (brain scans, etc.). It starts with an understanding of the sub-field of artificial intelligence, machine learning, then goes to understand neurodegenerative disease, with a focus on four major diseases and then goes on to giving an overview of how such diseases are detected using machine learning. In the end, it discusses the future areas of research that needs to be done in order to improve the field of research.


2021 ◽  
Author(s):  
Kai Guo ◽  
Zhenze Yang ◽  
Chi-Hua Yu ◽  
Markus J. Buehler

This review revisits the state of the art of research efforts on the design of mechanical materials using machine learning.


1994 ◽  
Vol 19 (1) ◽  
pp. 23-27
Author(s):  
Gail M. Hodge

Discusses the state-of-the-art in computer indexing, defines indexing and computer assistance, describes the reasons for renewed interest, identifies the types of computer support in use using selected operational systems, describes the integration of various computer supports in one data base production system, and speculates on the future.


10.29007/68dk ◽  
2019 ◽  
Author(s):  
Gidon Ernst ◽  
Paolo Arcaini ◽  
Alexandre Donzé ◽  
Georgios Fainekos ◽  
Logan Mathesen ◽  
...  

This report presents the results from the 2019 friendly competition in the ARCH workshop for the falsification of temporal logic specifications over Cyber-Physical Systems. We describe the organization of the competition and how it differs from previous years. We give background on the participating teams and tools and discuss the selected benchmarks and results. The benchmarks are available on the ARCH website1, as well as in the competition’s gitlab repository2. The main outcome of the 2019 competition is a common benchmark repository, and an initial base-line for falsification, with results from multiple tools, which will facilitate comparisons and tracking of the state-of-the-art in falsification in the future.


2020 ◽  
Vol 6 (2) ◽  
pp. 135-161
Author(s):  
Diego Alejandro Borbón Rodríguez ◽  
◽  
Luisa Fernanda Borbón Rodríguez ◽  
Jeniffer Laverde Pinzón

Advances in neurotechnologies and artificial intelligence have led to an innovative proposal to establish ethical and legal limits to the development of technologies: Human NeuroRights. In this sense, the article addresses, first, some advances in neurotechnologies and artificial intelligence, as well as their ethical implications. Second, the state of the art on the innovative proposal of Human NeuroRights is exposed, specifically, the proposal of the NeuroRights Initiative of Columbia University. Third, the proposal for the rights of free will and equitable access to augmentation technologies is critically analyzed to conclude that, although it is necessary to propose new regulations for neurotechnologies and artificial intelligence, the debate is still very premature as if to try to incorporate a new category of human rights that may be inconvenient or unnecessary. Finally, some considerations on how to regulate new technologies are explained and the conclusions of the work are presented.


2018 ◽  
Vol 26 (2) ◽  
pp. 338-341 ◽  
Author(s):  
Stephan Rogalla ◽  
Sebastiaan C.M. Joosten ◽  
Israt S. Alam ◽  
Sanjiv S. Gambhir ◽  
Ophir Vermesh

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