Capacity Requirements Planning for Production Companies Using Deep Reinforcement Learning - Use Case for Deep Planning Methodology (DPM).
Harald SchallnerPublished in: AIAI (2019)
Keyphrases
- capacity planning
- reinforcement learning
- heuristic search
- state space
- goal oriented
- planning problems
- ai planning
- action selection
- supply chain
- stochastic domains
- decision making
- decision support
- requirements analysis
- capacity expansion
- mixed integer programming model
- markov decision processes
- domain independent
- optimal policy
- partially observable
- plan execution
- mixed initiative
- blocks world
- requirements elicitation