Avilia Kusumaputeri Nugroho

Rank-Based Softmax Ensemble of DQN and PPO for Adaptive Anti-Jamming Wireless Transmission

Jamming attacks pose a critical threat to wireless communication systems, necessitating intelligent, adaptive countermeasures. This paper proposes a training-free Rank-Based Softmax Ensemble that fuses pre-trained Deep Q-Network (DQN) and Proximal Policy Optimization (PPO) agents at inference time for adaptive anti-jam...