Author

Jiakai Liang

h-index 5 View on Semantic Scholar

We have 1 of 17 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Multi‐Agent Reinforcement Learning for Concurrent Task‐Chain Scheduling in Heterogeneous Edge–Cloud Environments

DC‐MAPPO is developed, which introduces a Directional Clamp mechanism to improve policy update stability under high‐concurrency conditions and a dynamic action masking strategy is designed to ensure decision feasibility and reduce invalid exploration.

Xinyi Li, Chao Wang, Jiakai Liang et al. · Concurrency and Computation · 0 citations