Collective decision making in biological, animal and human collectives
Dynamics of learning in games
Nonlinear dynamics
Complex systems
Works
Peer-reviewed journal papers
Shohei Hidaka, Takuma Torii and Akira Masumi,
"Which types of learning make a simple game complex?", Complex Systems 24(1), 2015
International conference
Shohei Hidaka, Takuma Torii and Akira Masumi,
"Tractable Infinite Order Markov Analysis for Iterated Games with Learners",
Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2014) (2014)
Akira Masumi and Takashi Hashimoto,
"Coordination through reinforcement learning in three person majority voting game",
European Conference on Complex Systems (ECCS'14) (2014)
Akira Masumi and Takashi Hashimoto,
"Stability of dominant state and dynamics of learning in stochastic model of collective decision making", International Symposium on Artificial Life and Robotics (AROB 19th 2014) (2014)
Akira Masumi, Tomoyuki Yamamoto and Takashi Hashimoto,
"Distribution of residence time at quasi-stationary states
in globally coupled map",
International Conference for Nonlinear Sciences,
SAPPORO WINTER SCHOOL 2009 (2009)
Akira Masumi, Tomoyuki Yamamoto and Takashi Hashimoto,
"Basin structure of Milnor attractors in globally coupled map",
European Conference on Complex Systems (ECCS'07) (2007)
Others
Takuma Torii, Shohei Hidaka and Akira Masumi,
"Emergence of Cooperation in the Iterated Prisoner's Dilemma between Reinforcement Learners",
The 28th Annual Conference of the Japan Society of Artificial Intelligence, (JSAI2014) (2014)
Akira Masumi and Takashi Hashimoto,
"Dynamics of learning in stochastic model of collective decision making",
Jaist Poster Challenge (JPC2013) (2013)
Akira Masumi and Takashi Hashimoto,
"Analysis of collective decision based on reward structure and interaction topology",
The 3rd Forum on Knowledge Co-Creation (FoKCs-3) (2013)
Akira Masumi, Tomoyuki Yamamoto and Takashi Hashimoto,
"Basin structure of Milnor attractors in globally coupled map",
108th Complex Systems seminar at RIES Hokkaido University (2007)
Akira Masumi, Tomoyuki Yamamoto and Takashi Hashimoto,
"Analysis of basin structure of Milnor attractor in globally coupled map",
In: Proceedings of IPSJ Symposium Series (Modeling and Problem Solving), 2006(10) (2006)
Hashimoto lab., Complex Systems Analysis