Petri Dish Neural Cellular Automata
Research paper
Sakana AI introduces Petri Dish Neural Cellular Automata (PD-NCA), a new ALife substrate where multiple neural cellular automata learn to self-replicate and grow via ongoing gradient descent, leading to complex emergent behaviors like cyclic dynamics, territorial defense, and spontaneous cooperation.
The work was presented at ALIFE2025.
