A multi-UAV mission planning videogame-based framework for player analysis

Rodríguez-Fernández, Víctor; Ramírez-Atencia, Cristian; Camacho, David

doi:10.1109/cec.2015.7257064

Cited by 13 publications

(9 citation statements)

References 12 publications

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“…Some speci¯c video games, such as the ones based on Virtual Worlds [49][50][51] or 3D-based games, 52,53 have been successfully applied to teaching languages, like German, 54,55 or French. 50 The bene¯ts of playing video games have made them useful in a wide variety of sectors of the society such as education, [56][57][58] sports, 59 training, [60][61][62] marketing, 63 or clinical practice, 64 among others.…”

Section: Potential Of the Video Games To Promote Resilience Skillsmentioning

confidence: 99%

Improving Youngsters’ Resilience Through Video Game-Based Interventions

Menéndez-Ferreira

Torregrosa

Panizo-LLedot

et al. 2020

Vietnam J. Comp. Sci.

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Radicalization, as a violent form of extremism, is a growing problem for Europe. Currently, it is possible to find extreme ideologies regarding almost every topic such as religion, politics or sports. This problem, which ranges from personal identity conflicts to complex societal issues, has an impact on several people everyday, especially on youngsters. To confront this situation, the European Union found several initiatives, as a way to face this problem from a scientific perspective. Some of these initiatives face the problem trying to reduce radicalization by working on personal and social skills through education, in such a way the youngster’s resilience is improved. This paper aims to present YoungRes, a European project whose goal is to improve the resilience of youngsters. To do so, it unifies an already created intervention — named Fortius — through the inclusion of video games in the learning process. This paper describes both: (1) how the Fortius program is modified to allow video games sessions and (2) the software architecture designed to allow students and educators to participate in YoungRes project. Finally, different suggestions to include in future versions of the game are discussed.

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Section: Potential Of the Video Games To Promote Resilience Skillsmentioning

confidence: 99%

Improving Youngsters’ Resilience Through Video Game-Based Interventions

Menéndez-Ferreira

Torregrosa

Panizo-LLedot

et al. 2020

Vietnam J. Comp. Sci.

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“…From our previous experience in different complex and industrial problems in different areas from Social Networks Analysis [45]- [47], Project Scheduling [19], [20], Videogames [22], [48], [49], Music classification [50], Unmmaned Systems [51]- [53], Bio-informatics [5], or even computing-based Education [9], [10], [54]. We have design and developed several bio-inspired algorithms for clustering or graph-based computing with the aim to handle Big Data-based problems.…”

Section: Current Trends and New Bio-inspired Approachesmentioning

confidence: 99%

Bio-inspired clustering: Basic features and future trends in the era of Big Data

Camacho

2015

2015 IEEE 2nd International Conference on Cybernetics (CYBCONF)

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Clustering is perhaps one of the most popular approaches used in unsupervised machine learning. There's a huge number of different methods and algorithms that have been designed in the last decades related to this "blind pattern search", some of these approaches are based on bio-inspired methods such as Evolutionary Computation, Swarm Intelligence or Neural Networks among others. In the last years, and due to the fast growing of Big Data problems, some interesting advances and new approaches are currently being developed in this area, new algorithms like online clustering and streaming clustering are appearing. These new algorithms try to solve classical problems in Clustering and deal with the new features of these new kind of problems. This keynote lecture will provide some basics on both, Clustering methods and bio-inspired computation, and how they have been combined to improve the quality of these algorithms, to later show the main features that Big Data needs to obtain reliable clustering approaches. Finally, some practical examples and applications will be described to show how these new algorithms are evolving to be used in the near future in complex and dynamic environments.

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“…These methods can be classified into two types: exact methods and approximate methods [12]. An exact method such as Multi-Objective Branch & Bound (MOBB) is used to get the best solutions in the Pareto Optimal Frontier (POF) for the given path planning problem [13]. However, the computational complexity is highly elevated.…”

Section: Introductionmentioning

confidence: 99%

Path Planning of Quadrotors in a Dynamic Environment Using a Multicriteria Multi-Verse Optimizer

Jarray¹,

Al‐Dhaifallah²,

Rezk³

et al. 2021

Computers, Materials &Amp; Continua

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Paths planning of Unmanned Aerial Vehicles (UAVs) in a dynamic environment is considered a challenging task in autonomous flight control design. In this work, an efficient method based on a Multi-Objective Multi-Verse Optimization (MOMVO) algorithm is proposed and successfully applied to solve the path planning problem of quadrotors with moving obstacles. Such a path planning task is formulated as a multicriteria optimization problem under operational constraints. The proposed MOMVO-based planning approach aims to lead the drone to traverse the shortest path from the starting point and the target without collision with moving obstacles. The vehicle moves to the next position from its current one such that the line joining minimizes the total path length and allows aligning its direction towards the goal. To choose the best compromise solution among all the non-dominated Pareto ones obtained for compromise objectives, the modified Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) is investigated. A set of homologous metaheuristics such as Multiobjective Salp Swarm Algorithm (MSSA), Multi-Objective Grey Wolf Optimizer (MOGWO), Multi-Objective Particle Swarm Optimization (MOPSO), and Non-Dominated Genetic Algorithm II (NSGAII) is used as a basis for the performance comparison. Demonstrative results and statistical analyses show the superiority and effectiveness of the proposed MOMVO-based planning method. The obtained results are satisfactory and encouraging for future practical implementation of the path planning strategy.

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A multi-UAV mission planning videogame-based framework for player analysis

Cited by 13 publications

References 12 publications

Improving Youngsters’ Resilience Through Video Game-Based Interventions

Improving Youngsters’ Resilience Through Video Game-Based Interventions

Bio-inspired clustering: Basic features and future trends in the era of Big Data

Path Planning of Quadrotors in a Dynamic Environment Using a Multicriteria Multi-Verse Optimizer

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