Implementing an Online Scheduling Approach for Production with Multi Agent Proximal Policy Optimization (MAPPO).
Oliver LohseNoah PützKorbinian HörmannPublished in: APMS (5) (2021)
Keyphrases
- multi agent
- online learning
- production scheduling
- global optimization
- shop floor
- real time
- optimization algorithm
- optimization problems
- production planning
- vehicle routing
- intelligent agents
- cooperative
- multiple objectives
- scheduling problem
- multi agent systems
- resource allocation
- production system
- preventive maintenance
- scheduling policies
- optimal production
- online algorithms
- optimization method
- multiagent systems
- multi objective
- reinforcement learning