Stefanos Pertigkiozoglou

Symmetries-enhanced Multi-Agent Reinforcement Learning

2025 · arXiv (Cornell University)

Multi-agent reinforcement learning has emerged as a powerful framework for enabling agents to learn complex, coordinated behaviors but faces persistent challenges regarding its generalization, scalability and sample efficiency. Recent advancements have sought to alleviate those …