Conference
Open access
Sep 2026
PID-Controlled Constrained RL for Hub-based Joint Pricing, Dispatching, and Routing with Service Guarantees
PID-SACA is proposed, a unified framework that integrates an entropy-regularized actor--critic policy for continuous pricing and dispatching assisted by an embedded routing solver for execution-aware feedback that significantly outperforms baselines, achieving high revenue with stable service compliance.
Pengfei Du, Yucen Gao, Bing Wang et al.
· Proceedings of the Thirty-Fi... · 0 citations