ASMS combines federated averaging, local differential privacy, and multi-agent PPO to select streaming bitrates for multi-user XR, reporting consistent QoE gains over seven baselines in simulated network conditions.
Optimizing federated learning with deep reinforcement learning for digital twin empowered industrial IoT,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning
ASMS combines federated averaging, local differential privacy, and multi-agent PPO to select streaming bitrates for multi-user XR, reporting consistent QoE gains over seven baselines in simulated network conditions.