Emergent small-group foraging under variable group size, food scarcity, and sensory capabilities
Zhouyang Lu, Satpreet H Singh, Sonja Johnson-Yu, Aaron Walsman, Kanaka Rajan · COSYNE 2025
Social foraging is a fundamental collective behavior observed across various species, but studying complex multi-agent dynamics and accompanying neural activity in natural settings remains challenging. Here we present an in silico study of social interaction during foraging using recurrent neural network (RNN) agents trained using multi-agent reinforcement learning (MARL). Our framework explores how different group sizes, food availability, and sensory capabilities shape emergent foraging strategies in grops of 2 to 10 agents. These group sizes are especially relevant to experimental social ne
ePoster · Neuroscience