Reinforcement Learning (RL) handles policy search problems: searching a mapping from state space to action space. However RL is based on gradient methods and as such, cannot deal with problems with multimodal landscape. In contrast, though Genetic Algorithm (GA) is promising to deal with them, it seems to be unsuitable for policy search problems from the viewpoint of the cost of evaluation. Minimal Generation Gap (MGG), used as a generation-alternation model in GA, generates many offspring from two or more parents (...) selected from a population. Therefore, evaluating policies of generated offspring requires much trial and error (i.e. interaction between an agent and an environment). In this paper, we incorporate importance sampling into the framework of MGG in order to reduce the cost of evaluation on policy search. The proposed techniques are applied to Markov Decision Process (MDP) with multimodal landscape. The experimental results show that these techniques can reduce the number of interaction between an agent and an environment, and also mean that MGG and importance sampling are good for each other. (shrink)

In this paper, we propose an extension of the Minimal Generation Gap (MGG) to reduce the number of fitness evaluation for the real-coded GAs (RCGA). When MGG is applied to actual engineering problems, for example applied to optimization of design parameters, the fitness calculating time is usually huge because MGG generates many children from one pair of parents and the fitness is calculated by repetitive simulation or analysis. The proposed method called Saving MGG reduces the number of fitness evaluation by (...) estimating the promising degrees of children using individual distribution and fitness information of population, and selecting children based on the promising degree before evaluating the fitness. Experimental results show that RCGA with Saving MGG can provide large reducing effects on 20 or 30 dimensional Sphere functions, Rosenbrock functions, ill-scaled Rosenbrock functions, and Rastrigin function. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Buddhist-Christian Studies 22 (2002) 244-248 [Access article in PDF] Book Review The Social Self in Zen and American Pragmatism The Social Self in Zen and American Pragmatism. By Steve Odin. SUNY Series in Constructive Postmodern Thought. Albany: SUNY, 1996. xvi + 482 pp. Better late than never! As one of the few volumes—only two to date, actually—in the SUNY Series in Constructive Postmodern Thought to address a perennial philosophical (...) problem by drawing seriously upon both the Eastern (Zen Buddhism) and Western (American pragmatism) philosophical traditions, this book should have been reviewed in the pages of this journal a long time ago. Odin's thesis is that both traditions evidence a paradigm shift during the twentieth century from a monological and subjectivistic concept of an individualized self toward a dialogical and intersubjective concept of social self. He explores this hypothesis in the three parts of the book devoted to the social self in modern Japanese philosophy, the social self in Mead and American pragmatism, and a comparative analysis.Part 1 consists of three chapters focused on the philosophical thought of Watsuji Tetsuro (1885-1962) and Nishida Kitaro (1870-1945), and on the psychological investigations of Doi Takeo (dates not given, but whose primary works were published in the 1970s and 1980s). Watsuji's central idea is a Zen and Confucian ningenmodel of personhood whereby the self emerges in "the betweenness of person and person" as the individual (nin), understood primarily in temporal categories, and society (gen), understood primarily in the spatial categories of nature, community and family, mutually empty themselves into the other. (In a later chapter, Odin draws parallels between the yi-li—spontaneous, novel reaction-ritual action—dialectic of Confucianism and the I-me dialectic of George Herbert Mead.) This notion of self as ningen subsequently served, at least in part, the development of nihonjinron scholarship—"studies of Japanese identity"—as advanced by thinkers like Kimura Bin, Hamaguchi Eshun, and Kumon Shumpei. The goal has been to steer the middle way between individualistic (Western) and collectivistic (Confucian) conceptions of the self toward what Hamaguchi and Kumon call a contextualist (kanjin), and thereby truly Japanese, understanding.Odin's exposition of Nishida focuses on his idea of the true self—the perennial quest of the Zen tradition—as a "social self" (shakaiteki jiko) that emerges from the I-thou, self-other, and individual-environment dialectics that take "place" in the absolutely empty spatial "field" of basho.(Here, Odin suggests that rather than drawing from Martin Buber's philosophy, both Nishida and Buber drew common inspiration from Ludwig Feuerbach's Principles of the Philosophy of the Future [Grundsatze der Philosophie der Zukunft, 1843]). The true self is therefore the no-self in the locus of absolute Nothingness. As such, the true self is also the empty self. This leads Nishida to draw analogies in his last few essays between the Buddhist idea of sunyata, or "emptiness," with the Christian notion of kenosis, or "self-emptiness." In [End Page 244] keeping with the Zen insistence against reifying emptiness, however, the true self is that which overcomes nihilism but yet resists eternalism. Buddhist sunyatais now symbolized by the bodhisattva's self-negating vow of compassion for all sentient beings, even as Christian kenosis is symbolized by Christ's self-emptying love for the world. This leads to the true self conceptualized as the intersubjective self. Odin suggests that this insight of Nishida is latent in the Chan/Zen tradition as captured in the famous Ten Oxherding Pictures. He also briefly portrays how later Kyoto school thinkers like Ueda Shizuteru, Nishitani Keiji, Abe Masao, Tanabe Hajime, and MutoKazuo have extended Nishida's insights and contributed to the Buddhist-Christian dialogue.Meanwhile, Doi Takeo, a distinguished Japanese psychiatrist, has suggested that human intrapsychic drives are not limited to sexual and aggressive instincts as hypothesized by Freud. Rather, there is an amae or dependency drive that explains the human need for love, intimacy, warmth, protection, nurturing, and so forth. This other-reliance and relational aspect of the human being explains, at least from a psychoanalytical perspective, the... (shrink)

Illusions that produce perceptual suppression despite constant retinal input are used to manipulate visual consciousness. Here we report on a powerful variant of existing techniques, Continuous Flash Suppression. Distinct images flashed successively around 10 Hz into one eye reliably suppress an image presented to the other eye. Compared to binocular rivalry, the duration of perceptual suppression increased more than 10-fold. Using this tool we show that the strength of the negative afterimage of an adaptor was reduced by half when it (...) was perceptually suppressed by input from the other eye. The more likely the adaptor was completely suppressed, the larger the reduction of the afterimage intensity. Paradoxically, trial-to-trial visibility of the adaptor did not correlate with the degree of suppression. Our results imply that formation of afterimages involves neuronal structures that access input from both eyes, but that do not correspond directly to the neuronal correlates of perceptual awareness. (shrink)

This article introduces English translations of Tanabe’s two essays entitled “Moral Freedom” and “On Moral Freedom Revisited.” In these essays, Tanabe tries to understand the unity of the contradictory division between freedom and necessity, while remaining truthful to the moral experience. Freedom is ultimately characterized as ideality that we ought to realize in reality, while the stage of religion constitutes the ultimate end of such moral struggles. Tanabe does not clearly work out how the continuity of the freedom-necessity discontinuity is (...) possible in these essays. Nevertheless, we can gain insight into the early stages of Tanabe’s practical metaphysics that culminate in his mature works on the philosophy of religion. The translators’ introduction will highlight these points and also provide a brief description of the historical background in which the publication of these texts took place in 1917. (shrink)

How do the Japanese about their native philosophy, Shinto, a decade and a half after its abolishment as a state religion by the Western Allies? // What is its relationship to Buddhism, and particularly to Zen? // How modern can this very ancient creed ever be? // These are some of the questions considered in this study by Dr. Chikao Fujisawa, who specialized in the study of traditional Japanese philosophy and its effect on modern society. // Zen and Shinto (...) is a strong plea to rectify the steps taken to eradicate Shinto, the very substance of Japanese life and thought. At the same time, it offers new insight into the amazing adaptability of the Japanese psyche--its depth, vitality and universality--and its remarkable capacity to assimilate foreign thought and ideas, and thus contribute to the world's hope for permanent peace. // Dr. Chikao Fujisawa was a Japanese philosopher and historian, and he lectured on the topics at Nihon University. He believed in preserving Japanese customs, and as such he was a strong supporter of reintroducing Shinto and Zen traditions to Japan's youth. (shrink)

This paper presents the first English translation of one of Tanabe’s early essays on Kant. Translated by Takeshi Morisato.

What does it feel like to be a bat? Is conscious experience of echolocation closer to that of vision or audition? Or do bats process echolocation nonconsciously, such that they do not feel anything about echolocation? This famous question of bats' experience, posed by a philosopher Thomas Nagel in 1974, clarifies the difficult nature of the mind–body problem. Why a particular sense, such as vision, has to feel like vision, but not like audition, is totally puzzling. This is especially so (...) given that any conscious experience is supported by neuronal activity. Activity of a single neuron appears fairly uniform across modalities and even similar to those for non-conscious processing. Without any explanation on why a particular sense has to feel the way it does, researchers cannot approach the question of the bats' experience. Is there any theory that gives us a hope for such explanation? Currently, probably none, except for one. Integrated information theory has potential to offer a plausible explanation. IIT essentially claims that any system that is composed of causally interacting mechanisms can have conscious experience. And precisely how the system feels is determined by the way the mechanisms influence each other in a holistic way. In this article, I will give a brief explanation of the essence of IIT. Further, I will briefly provide a potential scientific pathway to approach bats' conscious experience and its philosophical implications. If IIT, or its improved or related versions, is validated enough, the theory will gain credibility. When it matures enough, predictions from the theory, including nature of bats' experience, will have to be accepted. I argue that a seemingly impossible question about bats' consciousness will drive empirical and theoretical consciousness research to make big breakthroughs, in a similar way as an impossible question about the age of the universe has driven modern cosmology. (shrink)

This paper presents the first English translation of one of Tanabe’s early essays on Kant. Tanabe marks the occasion of the first translation of the Critique of Practical Reason into Japanese by providing his reflections on Kant’s theory of freedom in this essay. This creative essay by Tanabe represents the hallmark Kyoto School interpretation of Kant. Tanabe weaves his account of Kant with elements from other philosophers in an attempt to think systematically about the nature of freedom. He agrees with (...) Kant that morality itself “rises and falls” with the idea of freedom; however, Tanabe also tries to rescue some of the pitfalls he sees in Kant’s theory by reconstructing Kant’s account. In this brief, but rich essay, Tanabe unfolds one of the more creative aspects of his philosophy through Kant. (shrink)

This paper offers an explanation of how collaboration leads to abstract and flexible problem solving. We asked the individual and paired subjects to indicate 3/4 of 2/3 of the area of a square sheet of paper and found that (1) they primarily folded or partitioned the paper rather than algorithmically calculating the answer, (2) they strongly tendened to backtrack and confirm their proto‐plans on externalized traces such as creases on the paper, and (3) only the paired subjects shifted to the (...) mathematical strategy in their second trials. Based on these results, we propose that two factors, individuals' activeness in choosing and confirming the initial strategies and the frequent role exchange between task‐doing and monitoring in collaborative situations, interact in collaboration to generate various solutions differing in the degree of abstraction, which are then reflected upon by the participants to lead them to abstraction. (shrink)

Consciousness and emotion feature prominently in our personal lives, yet remain enigmatic. Recent advances prompt further distinctions that should provide more experimental traction: we argue that emotion consists of an emotion state (functional aspects, including emo- tional response) as well as feelings (the conscious experience of the emotion), and that consciousness consists of level (e.g. coma, vegetative state and wake- fulness) and content (what it is we are conscious of). Not only is consciousness important to aspects of emotion but structures (...) that are important for emotion, such as brainstem nuclei and midline cortices, overlap with structures that regulate the level of consciousness. The intersection of consciousness and emotion is ripe for experimental investigation, and we outline possible examples for future studies. (shrink)

The purpose of this paper is an axiomatic study of the interrelations between certain continuity properties. We deal with principles which are equivalent to the statements "every mapping is sequentially nondiscontinuous", "every sequentially nondiscontinuous mapping is sequentially continuous", and "every sequentially continuous mapping is continuous". As corollaries, we show that every mapping of a complete separable space is continuous in constructive recursive mathematics (the Kreisel-Lacombe-Schoenfield-Tsejtin theorem) and in intuitionism.

The purpose of this paper is an axiomatic study of the interrelations between certain continuity properties. We show that every mapping is sequentially continuous if and only if it is sequentially nondiscontinuous and strongly extensional, and that "every mapping is strongly extensional", "every sequentially nondiscontinuous mapping is sequentially continuous", and a weak version of Markov's principle are equivalent. Also, assuming a consequence of Church's thesis, we prove a version of the Kreisel-Lacombe-Shoenfield-Tsĕitin theorem.

Classically, weak König's lemma and Brouwer's fan theorem for detachable bars are equivalent. We give a direct constructive proof that the former implies the latter.

This article introduces the first English translation of one of Tanabe’s early essays on metaphysics. It questions the relation of the universal to the particular in context of logic, phenomenology, Neo-Kantian epistemology, and classical metaphysics. Tanabe provides his reflections on the nature of the concept of universality and its constitutive relation to phenomenal particulars through critical analyses of the issue as it is discussed across various schools of philosophy including: British Empiricism, the Marburg School, the Austrian School, the Kyoto School, (...) and Platonism. In this essay, Tanabe reveals his ability to think metaphysically the ground for the possibility of reasoning and dares to voice his own thought beyond references to the most prominent thinkers of his time from distinct intellectual traditions in both the east and the west. This essay, therefore, demonstrates that his strong tendency to move beyond the received epistemology and phenomenology of the European intellectual tradition to metaphysics was already present in the early days of his academic life and thereby marks a more general contribution of the Kyoto School of Philosophy to distinct European schools of thought in the early twentieth century. (shrink)

Chef de file de la réflexion psychiatrique au Japon, le Professeur Kimura Bin s’oppose dans cet article aux réductionnismes physicalistes en découvrant au coeur de la subjectivité une articulation complexe entre le personnel et l’impersonnel qui simultanément confirme la conception spirituelle zen de la constitution de l’individualité et donne une base à la fondation d’une science psychiatrique véritable. Il démontre que l’orientation donnée par les sciences cognitives et la philosophie analytique conduit à ignorer la différence entre réalité et actualité, (...) et occulte ainsi le fait que chaque existant est unique, manquant de la sorte à la fois son unité et son unicité. Pour retrouver l’originalité propre à chacun, Kimura propose d’en retrouver l’originarité, esquissée dans le concept heideggérien de Befindlichkeit, et d’élargir la subjectivité au sens proposé par Victor von Weizsäcker en tant que rencontre avec le milieu. Il conclut cette étude phénoménologique en proposant de fonder une psychopathologie en première personne, c’est-à-dire d’introduire la subjectivité dans la science psychiatrique, seule voie pour comprendre l’existence et résoudre l’énigme de la schizophrénie. (shrink)

1. Kodai shisō -- 3. Chūsei shisō -- 4. Kindai shisō -- 5. Tōzai bunka no kōryū -- 6. Shōtoku Taishi -- 7. Kinsei Nihon no hihanteki seishin -- 8. Nihon shūkyō no kindaisei.

The key mutation of the schizophrenic psyche can be described as a disturbance of the first person-ness of the I-sense, i.e., of the sense of the "I" as personal subject of experience and of action. Under these circumstances, representations of things are not definitively experienced as "my" representations—with the self-evidence of belonging to me. This uncertainty of selfhood, specific to schizophrenia, cannot be reduced to a disability of intellect, logic, judgment, or memory. In the course of developing his argument, the (...) author criticizes philosopher Michel Henry's critique of Heidegger's (1961) interpretation of Descartes's cogito ergo sum. (shrink)

We show, within the framework of Bishop's constructive mathematics, that (sequential) completeness of the locally convex space $\mathcal{D} (\mathbb{R})$ of test functions is equivalent to the principle BD-N which holds in classical mathemtatics, Brouwer's intuitionism and Markov's constructive recursive mathematics, but does not hold in Bishop's constructivism.

In lieu of an abstract, here is a brief excerpt of the content:Death and Dying in JapanRihito Kimura (bio)A majority of Japanese, at present, feel that the modern biomedical and technological innovations pertaining to human life and death have been forcing a change in our common understanding of what, historically, was simply the natural event and process of death and dying. The meaning of death and the dying process in our lives is changing as have the traditional criteria for (...) determining death, namely, cessation of heartbeat and respiration.An individual’s death should be a personal and private matter as well as a familial, communal, and social matter. It has been regarded as such for many thousands of years in our Japanese society and culture. It is well understood that our traditional socio-cultural understanding of human life positively admits the natural process of death as the final event of life. The ideas expressed in Zen-Buddhist phrases such as “accept death as it is” and “life-death as one phenomenon” have been key motifs totally integrated into our traditional understanding of life (Tomomatsu 1939).However, the traditional perception of death as an acceptable process has [End Page 374] been vanishing as the Japanese have applied modern biomedical technologies more frequently in well-equipped hospital settings. Although the involvement of family members in the process of dying and particularly in the death event continues in a variety of ways, the care of dying patients in Japan is becoming much more similar to that delivered in advanced hospital settings in many countries of the world, than it is different. Now, in Japan, a majority of people end their lives in the hospital, surrounded by high-technology machines. Yet, in a survey by the Yomiuri Shimbun of 15 June 1991, half of the respondents said they would prefer to die at home.In addition, there has been a tradition of not explaining to terminally ill people the true nature of their condition, on the ground that this is most appropriate way to proceed (Kashiwagi 1994, pp. 78–85). However, views on this matter are changing. There is a gradual move toward telling patients the truth, and the notion of informed consent has been widely publicized in the clinical setting (Leflar 1996, pp. 96–107). In the 1991 nationwide opinion poll by the Yomiuri Shimbun, 65 percent of the participants said that they would like to be given full diagnostic information about themselves even if they were terminally ill. Nevertheless, only 22 percent of the people questioned said they themselves would definitely be prepared to disclose such information to a family member.The same survey indicated that 78 percent of people considered palliative care desirable, even though it might shorten life, while 16 percent thought life should be sustained as long as possible, irrespective of the pain that patients might be suffering.Challenges of Care for the DyingA special task force on terminal care, set up by the Ministry of Health and Welfare, issued a report in 1989 that encouraged the disclosure of diagnostic information to patients, provided that consideration was given to patients’ life histories, personalities, relationships with family members, and other factors. The report favored the use of drugs for pain control; it also dealt with matters such as spiritual requirements and the care of the family members.Traditionally, the physician-patient relationship in Japan is based on a complete and unquestioning trust of the physician by the patient, such that the physician acts to make health care decisions on behalf of the patient (Kimura 1991). However, increasingly it is believed that people should not have to accept without question the authority of doctors in the treatment of disease. Responsibility for the care of the dying should be shared between family members and all health professionals, not only physicians. Changes are needed in the mentalities of health care providers, patients, and family members, and it must be recognized that the medical system and institutions are not immutable (Annas and Miller 1994, pp. 374–76). [End Page 375]To complicate matters even further, although a patient’s family is informed of the incurable nature of the disease affecting their family member, the patient, as noted above, usually is not told of... (shrink)