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.CV2025
WAVECLIP: Wavelet Tokenization for Adaptive-Resolution CLIP
Moshe Kimhi, Erez Koifman, Ehud Rivlin +2
We introduce WAVECLIP, a single unified model for adaptive resolution inference in CLIP, enabled by wavelet-based tokenization. WAVECLIP replaces standard patch embeddings with a m…
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…