SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks

no code implementations • 17 Feb 2024 • Yaniv Cohen, Tomer Gafni, Ronen Greenberg, Kobi Cohen

We propose a novel multi-agent reinforcement learning (RL) framework for distributed DCA, named Channel Allocation RL To Overlapped Networks (CARLTON).

Multi-agent Reinforcement Learning Reinforcement Learning (RL)