A tri-level PPO-based training scheme with an adaptive gradient-aware task weighting module improves multi-task semantic broadcast communication performance over conventional and prior learned baselines.
A first-order multi-gradient algorithm for multi-objective bi-level optimization,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Reinforcement Learning-Based Heterogeneous Multi-Task Optimization in Semantic Broadcast Communications
A tri-level PPO-based training scheme with an adaptive gradient-aware task weighting module improves multi-task semantic broadcast communication performance over conventional and prior learned baselines.