Advancements in Safe Deep Reinforcement Learning for Real-Time Strategy Games and Industry Applications

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Autonomous characters in virtual environments: The technologies involved in artificial life and their affects on perceived intelligence and playability of computer games

Computer games are viewed by academics as un֊grounded hack and patch experiments. "The industry lacks the formalism and requirement for a "perfect" solution often necessary in the academic world " [Woob]. Academic Artifical Intelligence (AI) is often viewed as un-implementable and narrow minded by the majority of ทon-AI programmer. "Historically, AI tended to be focused, containing detailed problems and domain-specific techniques. This focus makes for easier study - or engineering - of particular solutions. " [СһаОЗ .By implementing several well known AI techniques into the same gaming environment and judging users reactions this project aims to make links between the academic nature of AI, as well as investigate the nature of practical implementation in a gaming environment. An online Java implemented version of the 1970'ร classic Space Invaders has been developed and tested, with the Aliens being controlled by 6 different approaches to modelling AI functions. In total information from 334 individuals games was recorded. Different types of games AI can create highly varied gaming experience as highlighted by the range of values and high standard deviation values seen in the results. The link between complex behaviour, complex control systems and perceived intelligence was not supported. A positive correlation identified between how fun the users found the game and how intelligent they perceived the Aliens to be, would seem to be logical. As games get visually more and more impressive, the need for intelligent characters cannot be denied because it is one of the few way in which games can set themselves apart from the competition. Conclusions identified that computer games must remain focussed on their end- goal, that of producing a fun game. Whilst complex and clever AI can help to achieve it, the AI itself can never overshadow the end result

Proceedings of the European Conference on Agricultural Engineering AgEng2021

This proceedings book results from the AgEng2021 Agricultural Engineering Conference under auspices of the European Society of Agricultural Engineers, held in an online format based on the University of Évora, Portugal, from 4 to 8 July 2021. This book contains the full papers of a selection of abstracts that were the base for the oral presentations and posters presented at the conference. Presentations were distributed in eleven thematic areas: Artificial Intelligence, data processing and management; Automation, robotics and sensor technology; Circular Economy; Education and Rural development; Energy and bioenergy; Integrated and sustainable Farming systems; New application technologies and mechanisation; Post-harvest technologies; Smart farming / Precision agriculture; Soil, land and water engineering; Sustainable production in Farm buildings

Very Important Game People in the History of Computer and Video Games

This thesis covers the history of 30 very important game people (in alphabetical order): David Arneson, Ralph Baer, Daniel Bunten, Nolan Bushnell, John Carmack, Chris Crawford, Richard Garriott, Gary Gygax, Trip Hawkins, Rob Hubbard, Toru Iwatani, Eugene Jarvis, Ken Kutaragi, Ed Logg, Sid Meier, Jeff Minter, Shigeru Miyamoto, Peter Molyneux, Yuji Naka, Alexey Pajitnov, John Romero, Hironobu Sakaguchi, Chris Stamper, Tim Stamper, Yu Suzuki, Satoshi Tajiri, Ken Williams, Roberta Williams, Will Wright and Gunpei Yokoi. It includes their background, their most important games and game-related work. It also provides information about the companies they worked for and the people they worked with. The thesis was created by gathering information from large number of sources, including books, internet, magazines, games and contacting some of the actual people. The thesis also contains a timeline of the most important events in the history of computer and video games and a chapter on the precursors of videogames, namely money game machines and pinball. The thesis is illustrated with several hundred pictures

A complex systems approach to education in Switzerland

The insights gained from the study of complex systems in biological, social, and engineered systems enables us not only to observe and understand, but also to actively design systems which will be capable of successfully coping with complex and dynamically changing situations. The methods and mindset required for this approach have been applied to educational systems with their diverse levels of scale and complexity. Based on the general case made by Yaneer Bar-Yam, this paper applies the complex systems approach to the educational system in Switzerland. It confirms that the complex systems approach is valid. Indeed, many recommendations made for the general case have already been implemented in the Swiss education system. To address existing problems and difficulties, further steps are recommended. This paper contributes to the further establishment complex systems approach by shedding light on an area which concerns us all, which is a frequent topic of discussion and dispute among politicians and the public, where billions of dollars have been spent without achieving the desired results, and where it is difficult to directly derive consequences from actions taken. The analysis of the education system's different levels, their complexity and scale will clarify how such a dynamic system should be approached, and how it can be guided towards the desired performance

Design and semantics of form and movement : DeSForM 2007

A strong theme that has emerged in our previous two conferences in the importance of narrative to the process of generating, developing and communicating new modalities of interaction between people, things and environments. Our researches have identified aspects of importance in the design and have begun to establish orders of, priority of approach and representation for these aspects as components of interaction. We have begun to grapple with the growth in the complexity of the interaction design process for truly ‘animated’ functionality in products, especially where this manifests itself as apparent behavioural characteristics resident in or portrayed by products. The findings and experience of researchers is that this increase in complexity is likely to be exponential compared to the rigours relating to the resolution of static physical product configuration or even system operated product with screen based interfaces. The emerging sense is that narrative in the process is essential to bring meaning and to ‘touch’ our humanity or connect with human experience. ‘The science of the artificial in conversation with the poetics of human experience’! Through this conference we will once again engage in presentations, debate and demonstrations on these issues. In this respect we, the conference co-chairs, have sought to bring together researchers from academia, industry and professional design practice and related disciplines connected with interactive product service and system development to share our latest thinking in the field, to asses its outcomes and to identify further research questions, opportunities and territories for future investigation and exploration

Design and semantics of form and movement : DeSForM 2007

A strong theme that has emerged in our previous two conferences in the importance of narrative to the process of generating, developing and communicating new modalities of interaction between people, things and environments. Our researches have identified aspects of importance in the design and have begun to establish orders of, priority of approach and representation for these aspects as components of interaction. We have begun to grapple with the growth in the complexity of the interaction design process for truly ‘animated’ functionality in products, especially where this manifests itself as apparent behavioural characteristics resident in or portrayed by products. The findings and experience of researchers is that this increase in complexity is likely to be exponential compared to the rigours relating to the resolution of static physical product configuration or even system operated product with screen based interfaces. The emerging sense is that narrative in the process is essential to bring meaning and to ‘touch’ our humanity or connect with human experience. ‘The science of the artificial in conversation with the poetics of human experience’! Through this conference we will once again engage in presentations, debate and demonstrations on these issues. In this respect we, the conference co-chairs, have sought to bring together researchers from academia, industry and professional design practice and related disciplines connected with interactive product service and system development to share our latest thinking in the field, to asses its outcomes and to identify further research questions, opportunities and territories for future investigation and exploration