3 papers
cs.LG2026
Sensor to Pixels: Decentralized Swarm Gathering via Image-Based Reinforcement Learning
Yigal Koifman, Eran Iceland, Erez Koifman +2
This study highlights the potential of image-based reinforcement learning methods for addressing swarm-related tasks. In multi-agent reinforcement learning, effective policy learni…
cs.LG2025
VariAntNet: Learning Decentralized Control of Multi-Agent Systems
Yigal Koifman, Erez Koifman, Eran Iceland +2
A simple multi-agent system can be effectively utilized in disaster response applications, such as firefighting. Such a swarm is required to operate in complex environments with li…
cs.MA2024
Distributed and Decentralized Control and Task Allocation for Flexible Swarms
Yigal Koifman, Ariel Barel, Alfred M. Bruckstein
This paper introduces a novel bio-mimetic approach for distributed control of robotic swarms, inspired by the collective behaviors of swarms in nature such as schools of fish and f…