5 citations · 6 across the 4 of their papers we have counts for
4 papers
Spatiotemporal characterization of emergent behavior of self-propelled oil droplet
Riku Adachi, Hiroki Kojima, Takashi Ikegami
To further understand the complex behavior of swimming microorganisms, the spontaneous motion of nonliving matter provides essential insights. While substantial research has focuse…
Evolution of Collective AI Beyond Individual Optimization
Ryosuke Takata, Yujin Tang, Yingtao Tian +3
This study investigates collective behaviors that emerge from a group of homogeneous individuals optimized for a specific capability. We created a group of simple, identical neural…
Implementation of Lenia as a Reaction-Diffusion System
Hiroki Kojima, Takashi Ikegami
The relationship between reaction-diffusion (RD) systems, characterized by continuous spatiotemporal states, and cellular automata (CA), marked by discrete spatiotemporal states, r…
Organization of a Latent Space structure in VAE/GAN trained by navigation data
Hiroki Kojima, Takashi Ikegami
We present a novel artificial cognitive mapping system using generative deep neural networks, called variational autoencoder/generative adversarial network (VAE/GAN), which can map…