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Yukie Nagai, “Synthetic approach to understanding cognitive developmental mechanisms based on predictive learning,” The 5th Symposium on Developmental Neuroscience, Tokyo, November 26-27, 2016. 【2】 Coordinated social science-science research focused its attention on hierarchy and revealed that the agricultural turbid water problem is a "complicated problem" consisting of various different environmental problems. These factors combine to form an "autoregressive" environmental problem that develops in farming communities where farmers themselves damage the water environment in irrigation channels.
Yuhei Suzuki, Miho Homma, Ayaka Yamamoto, Shinishiro Kumagaya, Masaki Tsujita, and Yukie Nagai, “Design of workshop and experimental protocol using VR ASD toward understanding of ASD,” The 6th Symposium of Japanese Society of Developmental Neuroscience, 35, November 25-26, 2017. Yukie Nagai, “Development of social cognition in robots,” JST-CREST / IEEE-RAS Spring School on “Social and Artificial Intelligence for User-Friendly Robots”, Shonan Village, Japan, March 17-24, 2019. Yukie Nagai, “Development of social cognition in robots,” Behaviors.ai 2nd Annual Workshop, Lyon, France, April 10, 2019. Yanggang Feng and Yukie Nagai, “Interaction Between Two Neural Networks Provides Insights into Temporal Synchronicity Between Two Individuals,” The 9th Symposium of Japanese Society of Developmental Neuroscience, P-22, November 28, 2020. Tatsuya Daikoku, Shinichiro Kumagaya, Satsuki Ayaya, and Yukie Nagai, “Hierarchical structure of speech rhythm in autism spectrum disorder,” International Symposium on Artificial Intelligence and Brain Science, October 10-12, 2020. & Yoshimoto, J. A signal transduction model for adenosine-induced indirect corticostriatal plasticity, in Computational and Systems Neuroscience 2014, Salt Lake City, USA .

We proposed GIS workshops intended the stakeholders of  every hierarchy to look for solutions to inter-hierarchical conflicts using the GIS database based on their own problem consciousness, and researchers verified the validity of the workshops. The GIS and the turbid water outflow simulation were combined to show the future scenario of the agricultural area and the state of Lake Biwa in a mutually interrelated manner, and a software prototype was developed to promote communication among hierarchies on the scenario level. Based on these case studies, we intended to provide appropriate proposals for the watershed management of the Lake Biwa-Yodo River watershed and to contribute to the establishment of global environmentology. Konstantinos Theofilis and Yukie Nagai, “A model of multimodal synchronization for humanoids robots interacting with humans,” in Proceedings of the ICDL-EpiRob 2015 Workshop on Mechanisms of learning in social contexts, August 13, 2015. Recent smartphones have high computation performance and various sensors in the small body.
& Doya, K. Inverse reinforcement learning for analysis of human behaviors, in The 1st Multidisciplinary Conference on Reinforcement Learning and Decision Making, Princeton University, New Jersey, USA . & Yoshimoto, J. On cross-correlogram analysis 三宮　美容鍼 of multi-neuronal spike-train data based on dynamic causal modeling, in The 34th Workshop on IPSJ Special Interest Group Meeting on Bioinformatics and Genomics, OIST . Miyazaki, K., Miyazaki, K., Tanaka, K., Ymanaka, A., Takahashi, A.

Before the start of choice action, 39% of neurons (66/169) in M1 coded upcoming action. In 32% of them (21/66), the firing rate immediately before action execution significantly differed between IC and CC (Figure 3.2.2). These results support our hypothesis and suggest that the action command signals generated by WM-based and value-based strategies are differentially coded in M1. We compared rats’ choice strategies in the interfere condition , in which no-choice trials were inserted between every choice trial, and the control condition consisting of only choice trials. The reward probabilities were reversed after several tens of choice trials. In IC, the rats needed several choice trials to adapt to the reversed reward probabilities while the adaptation in CC needed only single trial.
Our proposal is to use density ratio estimation methods to estimate the transition density ratio and the least squares method with regularization to estimate the state-dependent cost and the value function that satisfies the relation. Our method can avoid computing the integral such as evaluating the partition function. A simple numerical simulation of a pendulum swing-up shows its superiority over conventional methods. We further apply the method to humans’ behaviors in performing a pole balancing task and show that the estimated cost functions can predict subjects' performance in new trials or environments.
Proceedings of the 47th Annual meeting of the Japanese Social Psychology. Emre Ugur, Jimmy Baraglia, Lars Schillingmann, and Yukie Nagai, “Use of speech and motion cues for bootstrapping complex action learning in iCub,” in Proceedings of the 5th IEEE International Conference on Development and Learning and on Epigenetic Robotics, 84-85, August 13-16, 2015. Takato Horii, Yukie Nagai, and Minoru Asada, “Emotional Human-Robot Interaction through Multimodal Restricted Boltzmann Machines,” The 2nd International Workshop on Cognitive Neuroscience Robotics, Osaka, Japan, February 21-22, 2016. Beata J. Grzyb, Yukie Nagai, Minoru Asada, Iris van Rooij, and Angelo Cangelosi, “Deep developmental learning offers an explanation for toddlers’ scale errors,” in Proceedings of the 15th Neural Computation and Psychology Workshop, August 8-9, 2016.

He has held his current post since 2012 serving also as Faculty Dean between 2012~2013. He is a trustee of the Japan Society of Veterinary Science, Chair of the society’s Poultry Diseases Division, and an editorial member for the Journal of the Japanese Society on Poultry Diseases (J.Jpn. Soc. Poult. Dis.). His specialty field is poultry disease studies, for which he has carried out research into pathogens and preventions. He has also investigated causes of death within migratory birds .
Following several years’ work at OIE Headquarters in Paris, Dr. Ishibashi has been Deputy Representative of OIE Regional Representation for Asia and the Pacific since 2010. In this position, she has been representing the OIE at meetings and conferences in the region aimed at improving animal health and welfare. 2006 Multi-disciplinary research for understanding interactions between humans and nature in the Lake Biwa-Yodo River watershed.. 2006,08 On watershed management methodology-An example of Lake Biwa agricultural turbid water problem. The period of high economic growth, which is closely related to the theme of the Project, was a short but critical phase that dramatically changed the interaction between people and the natural environment in Japan.

He has served on boards and committees with the American Veterinary Medical Association, the Delta Society , the American Humane Association, and the American Association of Human-Animal Bond Veterinarians. 2006 Why paying attention to hierarchy is important for watershed management? 2006 Maintenance of local canals as collective environmentally cautious behavior..
Inside the store, it is filled with Banshu-ori stalls ("Banshu" is the old name of Hyogo prefecture, and "Ori" means weaving), potteries and glassare. They have selected potteries from all over the country—those that exude "a little bit of an earthy and modest feeling"—that will be a perfect match for daily use. Aside from the solo-exhibitions of artists, the items are also popular in "food" themed exhibitions such as those for tea and Sake.

The strategy in CC could be explained by WSLS with noise, while action probabilities in IC changed gradually by past experience, consistently with value-based strategy with small learning rate. To examine causal relationship between waiting behavior for delayed rewards and serotonin neural activity, 5-HT1A agonist, 8-OH-DPAT was directly injected into the dorsal raphe nucleus to reduce serotonin neural activity by reverse dialysis method. We found that 8-OH-DPAT treatment significantly could not wait for long delayed reward (Miyazaki et al., J Neurosci, 2012). These results suggest that activation of dorsal raphe serotonin neurons is necessary for waiting for delayed rewards. So far, we found that the level of serotonin release was significantly elevated when rats performed a task working for delayed rewards compared with for immediate reward (Miyazaki et al., Eur J Neurosci, 2011). We also found many serotonin neurons in the dorsal raphe nucleus increased firing rate while the rat stayed at the food or water dispenser in expectation of reward delivery (Miyazaki et al., J Neurosci, 2011).
At an early stage, we conducted a study meeting on the use of agricultural water in the area facing the eastern part of Lake Biwa, Shiga prefecture, jointly with irrigation agriculture-related projects (P1-1FR,  P3-1FR, P4-1FR) . For the research methodology, we extended cooperation on a questionnaire survey (PS-2FR) and an environmental diagnosis project (P2-6FS). Although this Project has the methodology for watershed management as its main theme, we believe the Project provided a prototype methodology based on social science-science coordination and is connected to the way we consider and solve the global environmental problem. 【1】 35 residents' unions including villages in the research area were interviewed about water environment management and water use, and detailed data about the investigation area and its surroundings and data related to the Lake Biwa watershed were integrated into a GIS database.