Adaptive Deep Reinforcement Learning for Dynamic Parallel Machines Scheduling with Maintenance Activities.
Ming WangPeng ZhangJie ZhangGuoqing ZhangJinmao BiMengyu JinPublished in: ICAC (2023)
Keyphrases
- parallel machines
- scheduling problem
- reinforcement learning
- maintenance activities
- unrelated parallel machines
- preventive maintenance
- sequence dependent setup times
- minimize total
- total tardiness
- weighted tardiness
- precedence constraints
- setup times
- release dates
- software maintenance
- shared memory
- parallel computing
- scheduling jobs
- single machine
- single server
- high level
- source code
- multi agent
- search algorithm
- software systems