„… be used in a pattern-based generator.Snodgrass and Ontañón [126, 127] use markov chains to generate …” „… and (b) Procedural Content Gen-eration (PCG) for video game levels. As the methods proposed in …” „… generator, which generates a given output (like animage) from a random vector sampled from a given …”

„… of generators{GN, . . . ,G0} and discriminators {DN, . . . ,D0}, which are trained consec-utively …” „… explained. Inthe second part, selected methods for Procedural Content Generation (PCG)will be presented in …” „… takenfrom a real dataset. To update the generator, the gradients from thediscriminator can be negated and …”

„… Inhaltsgenerierung – Level Generierung – Generative Adversarial NetworkKeywords: Video Games – Procedural Content …” „… Procedural Content Generation . . . . . . . . . . . . . . . . 21.2 Super Mario Bros …” „… Procedural Content Generation . . . . . . . . . . . . . . . . 152.2.1 Classic Methods …”

„… ProceduralContent Generation through Generative Playing Networks.” In:arXiv:2002.05259 [cs] (Feb. 2020).[13] L …” „… . “Interactive GPU-based pro-cedural heightfield brushes.” In: Proceedings of the 4th InternationalConference on …” „… . url:https://www.youtube.com/watch?v=rLHcBr-awM0 (visited on04/05/2022).112bibliography[24] S. Dahlskog and J. Togelius. “Patterns and procedural …”

„… 6C O N C L U S I O NAs video games grow in scope and complexity, Procedural Content Gen-eration …” „… largeamounts of training data for Procedural Content generation via MachineLearning (PCGML). In this thesis, a …” „… original levels, and that samplesfrom generators trained on similar levels map to a similar areas in …”

„… tokens that are generated with each of the generators.The average values indicate, that TOAD-GAN can …” „… touched upon in Sec. 3.2.2 and 3.2.3, procedural level generatorswill generate levels with gaps too wide …” „… input of the generatorGN at the lowest scale, generating a fake sample x̃N. The downsampledoriginal xN …”

„… hand-placedtreasures. The procedural generation algorithm of the original game isnot yet able to generate structures …” „… wor(l)d-gan to generate 3d minecraft worlds...DNDN- 1D0...Multi- scale PatchGeneratorsMulti- scale …” „… to TOAD-GAN (Fig. 4.2),different patch-based generators are trained at different scales to …”

„… (floorplanning, placement, or routing). A procedural generator follows a straight sequence of commands to create …” „… a customizable layout, depending on the generator’s input parameter values. Procedural generators …” „… instantiated. In contrast to an optimization algorithm, a procedural generator has the natural ability to …”

„… procedural generator for a MOS transistor (p. 51) f number of fingers value of a procedural generator …” „… (introversive) behavior of a procedural generator [1] G geometrical shape in the layout design (p. 60) G set of …” „… input parameter of a procedural generator [1] I set of input parameters of a procedural generator [1] j …”

„… subjects in pursuit of a holistic design flow on module level. In former times, when procedural generators …” „… . Especially with the advent of the Cadence PCell Designer tool, the potential of procedural generators –and …” „… implementation of the procedural generators for the simple modules (analog basic circuits) as layout PCells …”

„… algorithms (which can consider constraints only explicitly) and procedural generators (able to consider …” „… Differential Pairs). They are implemented as procedural generators whose natural introversive behavior is …” „… optimization algorithms with the layout quality of procedural generators. For circuits of such magnitude …”

„… algorithmic or procedural automatisms, CAPABLE is predominantly designated to realize a generator approach. In …” „… script represents a command sequence that operates similar to a procedural generator, but on a higher …” „… given as procedural generators. • As discussed in the context of Figure 3.16 (page 55 of [1 …”

„… Automation – Optimization Algorithms – Procedural Generators – Multi-Agent Systems After more than three …” „… problems. From an academic point of view, SWARM combines the strengths of procedural generators with the …”

„… responsive module is a context-aware procedural generator that can act on its own behalf within its design …” „… principles of optimization algorithms and procedural generators (see Figure 3.1 and Figure 3.13 in [1 …” „… capabilities of a procedural generator, while the interaction control organ provides a top-down perspective on …”

„… discussed in Section 3.2 of [1], optimization algorithms and procedural generators follow two fundamentally …” „… the example in Figure 3.12 on page 44 of [1]). In the case of a procedural generator, trying to …” „… design expert who develops the generator. 4 2.2 Decentralization, Self-organization, Emergence In the …”

„… parameterizable processes for layout creation (i.e. procedural generators) by means of abstraction even in small …” „… Layout-Generatoren für den Analogentwurf in kleinen TechnologieknotenPrautsch Layout-Generatoren in kleinen …” „… TechnologienknotenLayout-Generatoren in kleinen TechnologienknotenReihe 2020 · Nr. 478478D ie Reihen der Fortschritt-Berichte VDI:1 …”

„… '''''''''''''''''''''''''''''''''Generator-Quelltext - bisher'''''''''''''''''''''''''''''''''def generator_procedural …” „… ) '''''''''''''''''''''''''''''''''def generator_procedural(argumentList:GenData, techParams:AbstractTech …” „… generator_procedural_TAL(argumentList:GenData, techParams:AbstractTech): ## Vorbereitung ## devList …”

„… , Petri Nets, Sequential Function Charts and Procedural Function Charts. An introduction and a brief …” „… can also not be directly implemented in automation systems without a special code generator. Thus …” „… systems without a special code generator. 4.4.4 Usability Analysis The SFC is designed according to the …”

„… generator is investigated. VDI-Berichte Nr. 2327, 2018 131 By means of calculations for regenerative …” „… exhaust air preheating systems, it can be shown that, under certain procedural constraints, process heat …” „… hand proves most a series setup of exhaust air preheater and process heat generator as more efficient …”