Causal reasoning and game-theoretic reasoning are fundamental topics in artificial intelligence, among many other disciplines: this paper is concerned with their intersection. Despite their importance, a formal framework that supports both these forms of reasoning has, until now, been lacking. We offer a solution in the form of (structural) causal games, which can be seen as extending Pearl's causal hierarchy to the game-theoretic domain, or as extending Koller and Milch's multi-agent influence diagrams to the causal domain. We then consider three (...) key questions: i) How can the (causal) dependencies in games - either between variables, or between strategies - be modelled in a uniform, principled manner? ii) How may causal queries be computed in causal games, and what assumptions does this require? iii) How do causal games compare to existing formalisms? To address question i), we introduce mechanised games, which encode dependencies between agents' decision rules and the distributions governing the game. In response to question ii), we present definitions of predictions, interventions, and counterfactuals, and discuss the assumptions required for each. Regarding question iii), we describe correspondences between causal games and other formalisms, and explain how causal games can be used to answer queries that other causal or game-theoretic models do not support. Finally, we highlight possible applications of causal games, aided by an extensive open-source Python library. (shrink)

This chapter is particularly concerned with the status of history, dance history especially, within Dance Studies. It asks what has befallen the more recent status of history, once an epistemological support at a critical stage in Dance Studies’s early development, now that Dance Studies is better established, relatively speaking, within the academy. Is history so much scaffolding which, having fulfilled its purpose in enabling the disciplinary plant to take root, is to be dismantled and, if not actually discarded, at least (...) demoted? Three factors will be identified and proposed as having particular significance in this connection, imbuing this chapter with a tri-partite structure. The first concerns the already noted strong imprint of Cultural Studies on Dance Studies and the possible bearing of this imprint on dance history’s status within Dance Studies. For the particular manner in which Dance Studies has construed Cultural Studies may, this chapter will suggest, have impacted upon dance history’s standing within communities of dance scholarship. The second factor has to do with the implications, for dance history, of a particular critique based in a branch of dance scholarship, that perceives phenomenology, which it deems a good fit for dance inquiry, as inherently antithetical to history. In particular, this critique takes the work of Michel Foucault - which it identifies closely with, and as, historical practice - as incompatible with dance enquiry. Incompatibility is staked on the twin grounds of Foucault’s break with, and supposed resulting and enduring antipathy towards, phenomenology; and his perceived embrace of history which is, itself, also understood to result from such a break. In effect, then, this critique questions the very suitability, for dance research, of approaches based in history-focussed inquiry. The ability to call this critique into question, in the ways that the present discussion, in seeking to rehabilitate Foucault, and so history, needs to demonstrate, constitutes the third factor. This final factor makes two particular, further demands of this chapter. Namely that the interrelated questions of Foucault, phenomenology, and dance; and of the position which phenomenology has itself adopted in relation to history, be re-visited and re-evaluated to the extent that space reasonably allows. Fortunately, these interrelated questions are ones which have - relatively recently - preoccupied scholarship on Foucault, and on phenomenology, respectively. This preoccupation may in and of itself be one possible indicator that there is indeed more at stake, and so to consider, regarding both questions, than the lines drawn by the aforementioned critique might suggest. (shrink)

This article is part of a For-Discussion-Section of Methods of Information in Medicine about the paper "Biomedical Informatics: We Are What We Publish", written by Peter L. Elkin, Steven H. Brown, and Graham Wright. It is introduced by an editorial. This article contains the combined commentaries invited to independently comment on the Elkin et al. paper. In subsequent issues the discussion can continue through letters to the editor.

Forty years have passed since video-games were first made widely available to the public and subsequently playing games has become a favorite past-time for many. Players continuously engage with dynamic visual displays with success contingent on the time-pressured deployment, and flexible allocation, of attention as well as precise bimanual movements. Evidence to date suggests that both brief and extensive exposure to video-game play can result in a broad range of enhancements to various cognitive faculties that generalize beyond the original context. (...) Despite promise, video-game research is host to a number of methodological issues that require addressing before progress can be made in this area. Here an effort is made to consolidate the past 30 years of literature examining the effects of video-game play on cognitive faculties and, more recently, neural systems. Future work is required to identify the mechanism that allows the act of video-game play to generate such a broad range of generalized enhancements. (shrink)

Video-game play (particularly “action” video-games) holds exciting promise as an activity that may provide generalized enhancement to a wide range of perceptual and cognitive abilities (for review see Latham et al., 2013a). However, in this article we make the case that to assess accurately the effects of video-game play researchers must better characterize video-game experience and expertise. This requires a more precise and objective assessment of an individual's video-game history and skill level, and making finer distinctions between video-games that fall (...) under the umbrella of “action” games. Failure to consider these factors may partly be responsible for mixed findings (see Boot et al., 2011). (shrink)

Twenty-two experienced action video-game players (AVGPs) and 18 non-VGPs were tested on a pen-and-paper line bisection task that was untimed. Typically, right-handers bisect lines 2 % to the left of true centre, a bias thought to reflect the dominance of the right-hemisphere for visuospatial attention. Expertise may affect this bias, with expert musicians showing no bias in line bisection performance. Our results show that experienced-AVGPs also bisect lines with no bias with their right hand and a significantly reduced bias with (...) their left hand compared to non-AVGPs. Bisections by experienced-AVGPs were also more precise than those of non-AVGPs. These findings show the cognitive proficiencies of experienced-AVGPs can generalize beyond computer based tasks, which resemble their training environment. (shrink)

Both short and long-term video-game play may result in superior performance on visual and attentional tasks. To further these findings, we compared the performance of experienced male video-game players (VGPs) and non-VGPs on a Simon-task. Experienced-VGPs began playing before the age of 10, had a minimum of 8 years of experience and a minimum play time of over 20 h per week over the past 6 months. Our results reveal a significantly reduced Simon-effect in experienced-VGPs relative to non-VGPs. However, this (...) was true only for the right-responses, which typically show a greater Simon-effect than left-responses. In addition, experienced-VGPs demonstrated significantly quicker reaction times and more balanced left-versus-right-hand performance than non-VGPs. Our results suggest that experienced-VGPs can resolve response-selection conflicts more rapidly for right-responses than non-VGPs, and this may in part be underpinned by improved bimanual motor control. (shrink)

Increasing behavioural evidence suggests that expert video game players (VGPs) show enhanced visual attention and visuospatial abilities, but what underlies these enhancements remains unclear. We administered the Poffenberger paradigm with concurrent electroencephalogram (EEG) recording to assess occipital N1 latencies and interhemispheric transfer time (IHTT) in expert VGPs. Participants comprised 15 right-handed male expert VGPs and 16 non-VGP controls matched for age, handedness, IQ and years of education. Expert VGPs began playing before age 10, had a minimum 8 years experience, and (...) maintained playtime of at least 20 hours per week over the last 6 months. Non-VGPs had little-to-no game play experience (maximum 1.5 years). Participants responded to checkerboard stimuli presented to the left and right visual fields while 128-channel EEG was recorded. Expert VGPs responded significantly more quickly than non-VGPs. Expert VGPs also had significantly earlier occipital N1s in direct visual pathways (the hemisphere contralateral to the visual field in which the stimulus was presented). IHTT was calculated by comparing the latencies of occipital N1 components between hemispheres. No significant between-group differences in electrophysiological estimates of IHTT were found. Shorter N1 latencies may enable expert VGPs to discriminate attended visual stimuli significantly earlier than non-VGPs and contribute to faster responding in visual tasks. As successful video-game play requires precise, time pressured, bimanual motor movements in response to complex visual stimuli, which in this sample began during early childhood, these differences may reflect the experience and training involved during the development of video-game expertise, but training studies are needed to test this prediction. (shrink)

Introduction to our edited volume on Wittgensteinian ethics with papers by Oskari Kuusela, Edward Harcourt, Anne-Marie Christensen, Sabina Lovibond, Alexander Miller, Benjamin De Mesel, Cora Diamond, Lars Hertzberg, Jeremy Johnson, Craig Taylor, Alice Crary, Lynette Reid.

Đại dịch COVID-19 đã gây ra những diễn biến phức tạp, khó lường và tác động đến nhiều mặt của đời sống xã hội, lĩnh vực giáo dục cũng không nằm ngoài tác động đó. Học sinh được trải nghiệm học tập trực tuyến và có những khoảng thời gian “bất thường” rời xa trường lớp, bạn bè và tự học ở nhà (Hoang, 2020; Tran, 2020). Các hoạt động khoa học và giáo dục cũng chịu tác động không nhỏ (...) (Vuong, 2018). Đời sống vật chất lẫn tinh thần của đội ngũ giáo viên cả trong nước lẫn giáo viên nước ngoài đi dạy tại các quốc gia đều bị suy giảm (Vu et al., 2020). Đã có gần 42.000 giáo viên phải hoãn hợp đồng làm việc và không có lương, trong đó có 29.700 giáo viên mẫu giáo bỗng chốc trở nên thất nghiệp và phải làm các công việc thời vụ để đáp ứng đời sống thường nhật (Bich Thanh, 2020). Khoảng 70% các tổ chức giáo dục tư nhân có thể sẽ phá sản khi không thể lưu động đủ chi trả các loại hình tài chính khác nhau (Nguyen, 2020). Rất nhiều trường học đang lo lắng về tình trạng không mong muốn này bởi giáo viên sẽ không thể đảm bảo chất lượng công việc khi mà chất lượng cuộc sống của họ cũng đang bị đe dọa (Canrinus et al., 2012). Hơn nữa, hiệu suất làm việc giáo viên được cho là yếu tố tác động quan trọng và có ảnh hưởng nhiều nhất đến học sinh (Darling-Hammond and Youngs, 2002; Staiger and Rockoff, 2010), so với các tác động bên ngoài như lòng yêu nghề, cách diễn đạt, sự tương tác hay mối quan hệ giữa giáo viên và học sinh (Marsh and Bailey, 1991). (shrink)