deep reinforcement learning 1flexible manufacturing 1job shop scheduling 1prefabricated construction 1time-lag awareness 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Time-Lag-Aware Deep Reinforcement Learning for Flexible Job-Shop Scheduling in PPVC Module Factories
Ziheng Zhang, Wei Zhang
The paper proposes a deep reinforcement learning approach that explicitly models post‑operation time lags in flexible job‑shop scheduling for prefabricated construction module fact…
cs.AI2026
FORGE: Research-Trajectory Hijacking Attacks on Deep Research Agents
Yue Pan, Ziheng Zhang, Junxiang Lei +3
Deep research agents decompose open-ended queries into subtasks, retrieve web evidence over multiple rounds, and synthesize long-form reports. This workflow creates a planning-laye…