Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366336783> ?p ?o ?g. }
- W4366336783 endingPage "223" @default.
- W4366336783 startingPage "213" @default.
- W4366336783 abstract "Abstract Today, computational models of emergent communication in populations of autonomous agents are studied through two main methodological paradigms: multi-agent reinforcement learning (MARL) and the language game paradigm. While both paradigms share their main objectives and employ strikingly similar methods, the interaction between both communities has so far been surprisingly limited. This can to a large extent be ascribed to the use of different terminologies and experimental designs, which sometimes hinder the detection and interpretation of one another’s results and progress. Through this paper, we aim to remedy this situation by (1) formulating the challenge of re-conceptualising the language game experimental paradigm in the framework of MARL, and by (2) providing both an alignment between their terminologies and an MARL−based reformulation of the canonical naming game experiment. Tackling this challenge will enable future language game experiments to benefit from the rapid and promising methodological advances in the MARL community, while it will enable future MARL experiments on learning emergent communication to benefit from the insights and results gained through language game experiments. We strongly believe that this cross-pollination has the potential to lead to major breakthroughs in the modelling of how human-like languages can emerge and evolve in multi-agent systems." @default.
- W4366336783 created "2023-04-20" @default.
- W4366336783 creator A5008556334 @default.
- W4366336783 creator A5039774622 @default.
- W4366336783 creator A5052043138 @default.
- W4366336783 creator A5056307604 @default.
- W4366336783 date "2022-07-01" @default.
- W4366336783 modified "2023-09-30" @default.
- W4366336783 title "Language games meet multi-agent reinforcement learning: A case study for the naming game" @default.
- W4366336783 cites W2022039123 @default.
- W4366336783 cites W2031185901 @default.
- W4366336783 cites W2046104360 @default.
- W4366336783 cites W2052949012 @default.
- W4366336783 cites W2058743577 @default.
- W4366336783 cites W2064671973 @default.
- W4366336783 cites W2090203550 @default.
- W4366336783 cites W2090252028 @default.
- W4366336783 cites W2097988708 @default.
- W4366336783 cites W2098212071 @default.
- W4366336783 cites W2098277934 @default.
- W4366336783 cites W2115603330 @default.
- W4366336783 cites W2122401285 @default.
- W4366336783 cites W2130938799 @default.
- W4366336783 cites W2153161473 @default.
- W4366336783 cites W2171403760 @default.
- W4366336783 cites W2464039963 @default.
- W4366336783 cites W2566385044 @default.
- W4366336783 cites W2581302502 @default.
- W4366336783 cites W2767569247 @default.
- W4366336783 cites W2963367022 @default.
- W4366336783 cites W2977942164 @default.
- W4366336783 cites W4223931630 @default.
- W4366336783 cites W4240528608 @default.
- W4366336783 cites W587711156 @default.
- W4366336783 doi "https://doi.org/10.1093/jole/lzad001" @default.
- W4366336783 hasPublicationYear "2022" @default.
- W4366336783 type Work @default.
- W4366336783 citedByCount "0" @default.
- W4366336783 crossrefType "journal-article" @default.
- W4366336783 hasAuthorship W4366336783A5008556334 @default.
- W4366336783 hasAuthorship W4366336783A5039774622 @default.
- W4366336783 hasAuthorship W4366336783A5052043138 @default.
- W4366336783 hasAuthorship W4366336783A5056307604 @default.
- W4366336783 hasBestOaLocation W43663367831 @default.
- W4366336783 hasConcept C107457646 @default.
- W4366336783 hasConcept C109007969 @default.
- W4366336783 hasConcept C127413603 @default.
- W4366336783 hasConcept C151730666 @default.
- W4366336783 hasConcept C154945302 @default.
- W4366336783 hasConcept C15744967 @default.
- W4366336783 hasConcept C162324750 @default.
- W4366336783 hasConcept C175444787 @default.
- W4366336783 hasConcept C177142836 @default.
- W4366336783 hasConcept C188147891 @default.
- W4366336783 hasConcept C199360897 @default.
- W4366336783 hasConcept C3017957056 @default.
- W4366336783 hasConcept C3018412434 @default.
- W4366336783 hasConcept C41008148 @default.
- W4366336783 hasConcept C49774154 @default.
- W4366336783 hasConcept C527412718 @default.
- W4366336783 hasConcept C539667460 @default.
- W4366336783 hasConcept C86803240 @default.
- W4366336783 hasConcept C92927620 @default.
- W4366336783 hasConcept C97541855 @default.
- W4366336783 hasConceptScore W4366336783C107457646 @default.
- W4366336783 hasConceptScore W4366336783C109007969 @default.
- W4366336783 hasConceptScore W4366336783C127413603 @default.
- W4366336783 hasConceptScore W4366336783C151730666 @default.
- W4366336783 hasConceptScore W4366336783C154945302 @default.
- W4366336783 hasConceptScore W4366336783C15744967 @default.
- W4366336783 hasConceptScore W4366336783C162324750 @default.
- W4366336783 hasConceptScore W4366336783C175444787 @default.
- W4366336783 hasConceptScore W4366336783C177142836 @default.
- W4366336783 hasConceptScore W4366336783C188147891 @default.
- W4366336783 hasConceptScore W4366336783C199360897 @default.
- W4366336783 hasConceptScore W4366336783C3017957056 @default.
- W4366336783 hasConceptScore W4366336783C3018412434 @default.
- W4366336783 hasConceptScore W4366336783C41008148 @default.
- W4366336783 hasConceptScore W4366336783C49774154 @default.
- W4366336783 hasConceptScore W4366336783C527412718 @default.
- W4366336783 hasConceptScore W4366336783C539667460 @default.
- W4366336783 hasConceptScore W4366336783C86803240 @default.
- W4366336783 hasConceptScore W4366336783C92927620 @default.
- W4366336783 hasConceptScore W4366336783C97541855 @default.
- W4366336783 hasFunder F4320321730 @default.
- W4366336783 hasIssue "2" @default.
- W4366336783 hasLocation W43663367831 @default.
- W4366336783 hasOpenAccess W4366336783 @default.
- W4366336783 hasPrimaryLocation W43663367831 @default.
- W4366336783 hasRelatedWork W2398234731 @default.
- W4366336783 hasRelatedWork W2552300487 @default.
- W4366336783 hasRelatedWork W260766989 @default.
- W4366336783 hasRelatedWork W2959276766 @default.
- W4366336783 hasRelatedWork W3074294383 @default.
- W4366336783 hasRelatedWork W3111983280 @default.
- W4366336783 hasRelatedWork W3139193008 @default.
- W4366336783 hasRelatedWork W3164468573 @default.
- W4366336783 hasRelatedWork W4206669594 @default.