Matches in SemOpenAlex for { <https://semopenalex.org/work/W2798011550> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W2798011550 abstract "This thesis studies the role of intrinsic motivation in the emergence and development of communicative systems in populations of artificial agents. To be more specific, our goal is to explore how populations of agents can use a particular motivation system called autotelic principle to regulate their language development and the resulting dynamics at the population level.To achieve this, we first propose a concrete implementation of the autotelic principle. The core of this system is based on the balance between challenges, tasks to be done to achieve a goal, and skills, the abilities the system can employ to accomplish the different tasks. The relation between the two elements is not steady but regularly becomes destabilised when new skills are learned, which allows the system to attempt challenges of increasing complexity. Then, we test the usefulness of the autotelic principle in a series of language evolution experiments. In the first set of experiments, a population of artificial agents should develop a language to refer to objects with discrete values. These experiments focus on how unambiguous communicative systems can emerge when the autotelic principle is employed to scaffold language development into stages of increasing difficulty. In the second set of experiments, agents should agree on a language to communicate with about colour samples. In this part, we explore how the motivation system can regulate the linguistic complexity of interactions for a continuous domain and examine the value of the autotelic principle as a mechanism to control several language strategies simultaneously. To summarise, we have shown through our work that the autotelic principle can be used as a general mechanism to regulate complexity in language emergence in an autonomous way for discrete and continuous domains." @default.
- W2798011550 created "2018-04-24" @default.
- W2798011550 creator A5083421430 @default.
- W2798011550 date "2017-12-19" @default.
- W2798011550 modified "2023-09-23" @default.
- W2798011550 title "Autotelic Principle : the role of intrinsic motivation in the emergence and development of artificial language" @default.
- W2798011550 hasPublicationYear "2017" @default.
- W2798011550 type Work @default.
- W2798011550 sameAs 2798011550 @default.
- W2798011550 citedByCount "0" @default.
- W2798011550 crossrefType "dissertation" @default.
- W2798011550 hasAuthorship W2798011550A5083421430 @default.
- W2798011550 hasConcept C144024400 @default.
- W2798011550 hasConcept C149923435 @default.
- W2798011550 hasConcept C154945302 @default.
- W2798011550 hasConcept C15744967 @default.
- W2798011550 hasConcept C177264268 @default.
- W2798011550 hasConcept C180747234 @default.
- W2798011550 hasConcept C188147891 @default.
- W2798011550 hasConcept C199360897 @default.
- W2798011550 hasConcept C2908647359 @default.
- W2798011550 hasConcept C41008148 @default.
- W2798011550 hasConceptScore W2798011550C144024400 @default.
- W2798011550 hasConceptScore W2798011550C149923435 @default.
- W2798011550 hasConceptScore W2798011550C154945302 @default.
- W2798011550 hasConceptScore W2798011550C15744967 @default.
- W2798011550 hasConceptScore W2798011550C177264268 @default.
- W2798011550 hasConceptScore W2798011550C180747234 @default.
- W2798011550 hasConceptScore W2798011550C188147891 @default.
- W2798011550 hasConceptScore W2798011550C199360897 @default.
- W2798011550 hasConceptScore W2798011550C2908647359 @default.
- W2798011550 hasConceptScore W2798011550C41008148 @default.
- W2798011550 hasLocation W27980115501 @default.
- W2798011550 hasOpenAccess W2798011550 @default.
- W2798011550 hasPrimaryLocation W27980115501 @default.
- W2798011550 hasRelatedWork W1539423559 @default.
- W2798011550 hasRelatedWork W168488184 @default.
- W2798011550 hasRelatedWork W2181689623 @default.
- W2798011550 hasRelatedWork W2326594754 @default.
- W2798011550 hasRelatedWork W2500349260 @default.
- W2798011550 hasRelatedWork W2547913252 @default.
- W2798011550 hasRelatedWork W2551705344 @default.
- W2798011550 hasRelatedWork W2552623879 @default.
- W2798011550 hasRelatedWork W2655960468 @default.
- W2798011550 hasRelatedWork W2767228785 @default.
- W2798011550 hasRelatedWork W2904176423 @default.
- W2798011550 hasRelatedWork W2904753618 @default.
- W2798011550 hasRelatedWork W2914635839 @default.
- W2798011550 hasRelatedWork W2923426270 @default.
- W2798011550 hasRelatedWork W2949558493 @default.
- W2798011550 hasRelatedWork W29736193 @default.
- W2798011550 hasRelatedWork W2996702309 @default.
- W2798011550 hasRelatedWork W3088418428 @default.
- W2798011550 hasRelatedWork W3096269974 @default.
- W2798011550 hasRelatedWork W3124687651 @default.
- W2798011550 isParatext "false" @default.
- W2798011550 isRetracted "false" @default.
- W2798011550 magId "2798011550" @default.
- W2798011550 workType "dissertation" @default.