Adaptive Behavior最新文献

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Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent 在具体的人工智能体中使用习惯化作为一种简单而基本的学习机制
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-10-10 DOI: 10.1177/10597123221116183
Tristan Gillard, J. Fix, A. Dutech
{"title":"Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent","authors":"Tristan Gillard, J. Fix, A. Dutech","doi":"10.1177/10597123221116183","DOIUrl":"https://doi.org/10.1177/10597123221116183","url":null,"abstract":"Habituation, a non-associative learning widely observed across phylogeny, is fundamental for adaptation and, thus, survival of living organisms. This paper investigates the main characteristics of habituation in order to present three new computational models inspired by habituation. We develop these models as part of the Iterant Deformable Sensorimotor Medium (IDSM), a recently developed abstract model of behavior formation. The characteristics of these models are studied and analyzed. Our long-term objective is to research new unsupervised learning mechanisms for artificial learning agents.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"299 - 321"},"PeriodicalIF":1.6,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42080626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reflections on the genre of philosophical art installations 哲学装置艺术体裁的思考
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-10-08 DOI: 10.1177/10597123221133189
Erik Rietveld, J. Kiverstein
{"title":"Reflections on the genre of philosophical art installations","authors":"Erik Rietveld, J. Kiverstein","doi":"10.1177/10597123221133189","DOIUrl":"https://doi.org/10.1177/10597123221133189","url":null,"abstract":"We organized our reply to the rich set of commentaries on Erik’s inaugural lecture—The affordance of art for making technologies—around the following five themes. (1) The experience of artworks and whether such experiences can be described in terms of the affordances of artworks. (2) The possibility that engagement with artworks offers for the transformation of ourselves and the sociomaterial practices we take part in. (3) The claim that artworks can serve as what Annemarie Mol describes as “material propositions” that can be used to engage philosophical reflection. (4) The temporality of making practices and how art installations can be thought of as places in which past, present, and future meet. (5) How art could potentially enable a better embedding of technologies in society.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"30 1","pages":"589 - 602"},"PeriodicalIF":1.6,"publicationDate":"2022-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44393373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
A two-stage multi-attribute group consensus model based on distributed linguistic assessment information from the perspective of fairness concern 公平关注视角下基于分布式语言评估信息的两阶段多属性群体共识模型
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-09-26 DOI: 10.1177/10597123221126208
Shanli Zhang, Shitao Zhang, Zhenzhen Ma, Xiaodi Liu
{"title":"A two-stage multi-attribute group consensus model based on distributed linguistic assessment information from the perspective of fairness concern","authors":"Shanli Zhang, Shitao Zhang, Zhenzhen Ma, Xiaodi Liu","doi":"10.1177/10597123221126208","DOIUrl":"https://doi.org/10.1177/10597123221126208","url":null,"abstract":"The consensus reaching process (CRP) is a key step in group decision-making (GDM), in which reaching a satisfactory consensus often requires certain costs, such as time, money, and effort. Moreover, benefits from the CRP are often compared among decision-makers, which raises fairness issues. Given these, this paper comprehensively considers these two factors in linguistic GDM modeling. Aiming at the problem of multi-attribute group decision-making (MAGDM) under distributed linguistic assessment (DLA) information, a two-stage group consensus model that considers psychological behaviors with fairness concern is proposed. Subsequently, the feasibility and effectiveness of the proposed model are illustrated by a case of selecting emergency material warehouses related to urban flood disasters. The main innovations and contributions of this paper are as follows. (a) The psychology of individual fairness concern is integrated into the MAGDM process with DLA information. (b) The DLA-based two-stage group consensus model, including the first-stage consensus model with maximum fairness satisfaction degree and the second-stage consensus model with minimum cost, is developed. Compared with the existing consensus models for distributed linguistic MAGDM, the proposed consensus model can not only improve the consensus level on the opinions with minimum cost but also promote the fairness satisfaction degree of decision-makers.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"213 - 238"},"PeriodicalIF":1.6,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41869121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts 群体分析:设计信息标记来描述牧羊环境中的群体系统
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-08-26 DOI: 10.1177/10597123221137090
A. Hepworth, Aya Hussein, D. Reid, H. Abbass
{"title":"Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts","authors":"A. Hepworth, Aya Hussein, D. Reid, H. Abbass","doi":"10.1177/10597123221137090","DOIUrl":"https://doi.org/10.1177/10597123221137090","url":null,"abstract":"Contemporary swarm indicators are often used in isolation, focussed on extracting information at the individual or collective levels. Consequently, these are seldom integrated to infer a top-level operating picture of the swarm, its members and its overall collective dynamics. The primary contribution of this paper is to organise a suite of indicators about swarms into an ontologically arranged collection of information markers to characterise the swarm from the perspective of an external observer – , a recognition agent. Our contribution shows the foundations for a new area of research that we title swarm analytics, whose primary concern is with the design and organisation of collections of swarm markers to understand, detect, recognise, track and learn a particular insight about a swarm system. We present our designed framework of information markers that offer a new avenue for swarm research, especially for heterogeneous and cognitive swarms that may require more advanced capabilities to detect agencies and categorise agent influences and responses.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"323 - 349"},"PeriodicalIF":1.6,"publicationDate":"2022-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44614037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Avoiding organismic asymmetries in ecological cognition: Analysis of agent-environment couplings with eco-physical variables 避免生态认知中的有机体不对称:基于生态物理变量的agent-environment耦合分析
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-08-22 DOI: 10.1177/10597123221119690
L. Seifert, D. Araújo, K. Davids
{"title":"Avoiding organismic asymmetries in ecological cognition: Analysis of agent-environment couplings with eco-physical variables","authors":"L. Seifert, D. Araújo, K. Davids","doi":"10.1177/10597123221119690","DOIUrl":"https://doi.org/10.1177/10597123221119690","url":null,"abstract":"The target article promotes an enactive approach to human behaviour, highlighting the phenomenology of agent-environment coupling, and is rooted in the course of experience from pre-reflective self-consciousness. In our comment we debate the idea that experience does equate with subjectivity. Such an equation reflects an organismic asymmetry locating behavioural organisation in the subjective mind, interacting with the objective world. In contrast, an ecological realist perspective considers that human behaviour and experience should be captured at the ecological level of analysis, requiring investigation of eco-physical variables. To achieve this aim, researchers need to avoid organismic asymmetries, and instead study performance variables that underpin the symmetry of the agent-environment system. We also debate the place of language and the fact that verbalisation does not equate with subjective experience. According to James Gibson, language focuses on ‘knowledge about the environment’ and not ‘knowledge of the environment’ needed by any autonomous, self-regulating organism, making their way in the world. Last, the target paper promotes the course of in-formation to complement the course of experience, without fully explaining how to deal with potential incongruence and divergence between findings emerging from verbalisation and behavioural aspects of realizing a given activity (the difference between ‘what we say, what we do’). We conclude by considering how our ecological perspective could offer pathways for the presented enactive approach to go beyond the course of in-formation.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"163 - 168"},"PeriodicalIF":1.6,"publicationDate":"2022-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46764439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Nectar of the Bots: Evolving Bidirectional Referential Communication 机器人的甘露:进化的双向参考通信
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-07-07 DOI: 10.1177/10597123221110379
Ruairi Fox, S. Bullock
{"title":"Nectar of the Bots: Evolving Bidirectional Referential Communication","authors":"Ruairi Fox, S. Bullock","doi":"10.1177/10597123221110379","DOIUrl":"https://doi.org/10.1177/10597123221110379","url":null,"abstract":"Referential communication is central to social and collective behaviour, for example honey bees communicating nectar locations to each other or co-workers gossiping about a colleague. Since such behaviour typically is considered to be ‘representation hungry’, it is often assumed to require the possession of complex cognitive machinery capable of manipulating symbolic representations of the world. However, a series of simulation studies have shown that it can be achieved by very simple embodied artificial agents controlled by evolved recurrent artificial neural networks that are challenging to interpret in symbol-processing terms. In this paper, we extend this paradigm to explore scenarios in which a pair of agents, each of which is privy to a different piece of private information, must jointly solve a task that requires both pieces of information to be communicated, compared and acted upon, i.e., each agent must simultaneously play the role of both signaller and receiver during an unstructured referential communication interaction that is bidirectional. We demonstrate evolved agents that are able to solve this task, and analyse the extent to which their situated, embedded and embodied communicative behaviour can be considered to be a step towards understanding the minimal cognitive basis for human language.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"65 - 86"},"PeriodicalIF":1.6,"publicationDate":"2022-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47853297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
From interaction to transaction: The primacy of movement and the event as irreducible unit 从互动到交易:运动的首要性和作为不可约单位的事件
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-06-03 DOI: 10.1177/10597123221104853
Wolff‐Michael Roth
{"title":"From interaction to transaction: The primacy of movement and the event as irreducible unit","authors":"Wolff‐Michael Roth","doi":"10.1177/10597123221104853","DOIUrl":"https://doi.org/10.1177/10597123221104853","url":null,"abstract":"The target article presents an alternative view on cognition through the lens of human practice, which is experienced from within by practitioners and through their course-of-experience. It pays specific heed to micro-phenomenological and semiotic aspects that the situated cognition literature has not in general attended to. However, the proposed framework can be read as reducing events to self-identical actors, organisms, environment, or signs, which impedes the goal of overcoming the body-mind Cartesian dualism. This commentary focuses on two issues. First, experiencing, as event, needs to be analyzed by means of categories that retain the its evental qualities. This cannot be done by attempting to breathe life into people and things through enaction. Second, human life and any of its parts, as irreducibly transactional phenomena, are essentially and originarily social.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"157 - 161"},"PeriodicalIF":1.6,"publicationDate":"2022-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44049232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Evolution of coordination in pairwise and multi-player interactions via prior commitments 基于先前承诺的两两和多人互动中的协调演化
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-06-01 DOI: 10.1177/1059712321993166
Ndidi Bianca Ogbo, A. Elragig, T. Han
{"title":"Evolution of coordination in pairwise and multi-player interactions via prior commitments","authors":"Ndidi Bianca Ogbo, A. Elragig, T. Han","doi":"10.1177/1059712321993166","DOIUrl":"https://doi.org/10.1177/1059712321993166","url":null,"abstract":"Upon starting a collective endeavour, it is important to understand your partners’ preferences and how strongly they commit to a common goal. Establishing a prior commitment or agreement in terms of posterior benefits and consequences from those engaging in it provides an important mechanism for securing cooperation. Resorting to methods from Evolutionary Game Theory (EGT), here we analyse how prior commitments can also be adopted as a tool for enhancing coordination when its outcomes exhibit an asymmetric payoff structure, in both pairwise and multi-party interactions. Arguably, coordination is more complex to achieve than cooperation since there might be several desirable collective outcomes in a coordination problem (compared to mutual cooperation, the only desirable collective outcome in cooperation dilemmas). Our analysis, both analytically and via numerical simulations, shows that whether prior commitment would be a viable evolutionary mechanism for enhancing coordination and the overall population social welfare strongly depends on the collective benefit and severity of competition, and more importantly, how asymmetric benefits are resolved in a commitment deal. Moreover, in multi-party interactions, prior commitments prove to be crucial when a high level of group diversity is required for optimal coordination. The results are robust for different selection intensities. Overall, our analysis provides new insights into the complexity and beauty of behavioural evolution driven by humans’ capacity for commitment, as well as for the design of self-organised and distributed multi-agent systems for ensuring coordination among autonomous agents.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"2 1","pages":"257 - 277"},"PeriodicalIF":1.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90916447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
From integrative biology to the nerve impulse: Rethinking neural information and semiotics in functional systems perspective 从综合生物学到神经冲动:从功能系统的角度重新思考神经信息和符号学
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-06-01 DOI: 10.1177/10597123221089557
Andres Kurismaa
{"title":"From integrative biology to the nerve impulse: Rethinking neural information and semiotics in functional systems perspective","authors":"Andres Kurismaa","doi":"10.1177/10597123221089557","DOIUrl":"https://doi.org/10.1177/10597123221089557","url":null,"abstract":"Received concepts of neural activity, building on the technical concepts of information processing and coding, do not formulate the problems that an organism must formulate in order to cope with its environment. Specifically, this includes the problems of self-maintenance and adaptation, and how such activities are to be monitored and corrected in case of their (anticipated) deviation from viable norms. In this paper, it is shown how the functional systems theory of P. K. Anokhin formulated key notions of adaptive control, self-monitoring, and self-detectable (“system-detectable”) error that directly anticipate current debates on neural information and representation, and allow to reframe these debates in new empirical and theoretical perspectives. In addition to showing this on the basis of early (less known and untranslated) works, we analyze how functional systems pose new questions for current research. Specifically, recent discoveries in integrative and cellular neuroscience regarding the biophysical limits of signal summation in neural cells directly confirm Anokhin’s analysis of the integrative activities of the neuron. These findings may have wide implications, and call for new and biologically more specific models of the integrative and semiotic closure of nervous activity, in line with the systemic closure of the organismic functions in which they participate.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":"31 1","pages":"87 - 101"},"PeriodicalIF":1.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48249044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Do not burn these gentle bridges: An empirical framework based on the 4E perspective is necessary, pertinent, and timely 不要烧毁这些平缓的桥梁:基于4E视角的经验框架是必要的、相关的和及时的
IF 1.6 4区 计算机科学
Adaptive Behavior Pub Date : 2022-05-29 DOI: 10.1177/10597123221088874
Francisco J. Parada, I. Palacios-García
{"title":"Do not burn these gentle bridges: An empirical framework based on the 4E perspective is necessary, pertinent, and timely","authors":"Francisco J. Parada, I. Palacios-García","doi":"10.1177/10597123221088874","DOIUrl":"https://doi.org/10.1177/10597123221088874","url":null,"abstract":"A recent opinion article suggested that the target article, “The holobiont mind: A bridge between 4E cognition and the microbiome”, wished to generate a “new theory of mind”. Furthermore, it contained ideas that were “unnecessary”, “not justified”, and “not innovative at all”. Furthermore the commentators consider that “the ideas of radical enactivism can properly accommodate this research”. Here, we address and clarify apprehensions, misreadings, and misunderstandings raised by the commentators.","PeriodicalId":55552,"journal":{"name":"Adaptive Behavior","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46294885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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