Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm2024 · 11 citations
2. 2Dynamic flexible job shop scheduling based on deep reinforcement learning2024 · 14 citations
3. 3Adaptive distributed event-driven reinforcement learning for the dynamic flexible job shop scheduling problem2026
4. 4Knowledge-Based Effective Dispatch for Job Shop Scheduling2024
5. 5Dynamic scheduling of human-machine collaborative flexible job shops based on deep reinforcement learning2026